R/BreastEpithelialSubtypes.R
In tombartlett/BreastEpithelialSubtypes: Estimate breast tissue cell-type proportions.
Defines functions
BreastEpithelialSubtypes
Documented in
BreastEpithelialSubtypes
BreastEpithelialSubtypes<-function(DNAmeData,RNAseqData,hierarchical=T){
if((!hasArg(DNAmeData))&(!hasArg(RNAseqData))){stop("Neither DNAme nor RNA-seq data were input.")}
CRANpackages<-c("MASS")
for(iP in 1:length(CRANpackages)){
tempPackage<-CRANpackages[iP]
pckg = try(require(tempPackage,character.only=T))
if(!pckg){
print(paste0("Installing '",tempPackage,"' from CRAN"))
install.packages(tempPackage,repos="http://cran.r-project.org")
require(tempPackage,character.only=T)
}
}
RPCfunc<-function(tempX,tempA){;#X=AW'+e
adj<-1e-15
commonFeat<-intersect(rownames(tempX),rownames(tempA))
tempX<-tempX[commonFeat,]
tempA<-tempA[commonFeat,]
tempW<-apply(tempX,2,function(tempData){
tempProps<-as.vector(summary(rlm(tempData~tempA,maxit=100))[["coefficients"]][-1,1])
tempProps[tempProps<abs(min(tempProps))]<-adj;#symmetric noise floor
tempProps<-tempProps/sum(tempProps)
return(tempProps)
})
rownames(tempW)<-colnames(tempA)
colnames(tempW)<-colnames(tempX)
return(tempW)
}
if(hasArg(DNAmeData)){
centLumnBasl<-structure(c(0.950819672131147, 0.934782608695652, 0.880952380952381,
1, 0.886792452830189, 0.9, 0.907284768211921, 0.969387755102041,
0.951612903225806, 0.944444444444444, 0.939393939393939, 0.761904761904762,
1, 0.837837837837838, 0.916666666666667, 1, 0.947368421052632,
0.936170212765957, 0.875, 0.761904761904762, 0.890625, 0.915254237288136,
0.16, 0.166666666666667, 0.222222222222222, 0.0666666666666667,
0.413793103448276, 0.193548387096774, 0.363636363636364, 0.0238095238095238,
0.325, 0, 0.0909090909090909, 0.0606060606060606, 0.285714285714286,
0.19047619047619, 0.269230769230769, 0.106382978723404, 0.0980392156862745,
0.242424242424242, 0.88, 0.75, 0.0689655172413793, 0.928571428571429,
0.121212121212121, 0.811320754716981, 0.970588235294118, 0.956521739130435,
0.037037037037037, 0.769230769230769, 0.96, 0.861111111111111,
0.5, 0, 0.482758620689655, 0.416666666666667, 0.946902654867257,
0.956521739130435, 0.0862068965517241, 0.181818181818182, 0.111111111111111,
0.222222222222222, 0.137931034482759, 0.153846153846154, 0.184210526315789,
0.0689655172413793, 0.25, 0.0813953488372093, 0.104166666666667,
0, 0.178571428571429, 0.125, 0.216216216216216, 0.0952380952380952,
0.114285714285714, 0.133333333333333, 0.111111111111111, 0.0416666666666667,
0.111111111111111, 0.156862745098039, 0.72, 0.846153846153846,
0.704545454545455, 0.810810810810811, 0.90625, 0.661016949152542,
0.951219512195122, 0.512820512820513, 0.974358974358974, 0.772727272727273,
0.91304347826087, 0.714285714285714, 0.84, 0.92, 0.833333333333333,
0.827586206896552, 0.925, 0.941176470588235, 0.836734693877551,
0.555555555555556, 0.0416666666666667, 0.972222222222222, 0.606060606060606,
0.605263157894737, 0.96551724137931, 0.954545454545455, 0.128205128205128,
0.666666666666667, 0.939393939393939, 0.67741935483871, 1, 0.810810810810811,
0.934426229508197, 0.767123287671233, 0.953488372093023, 0.92,
0.962025316455696, 0.962264150943396, 0.892156862745098, 1, 0.953846153846154,
0.857142857142857, 0.960199004975124, 0.970588235294118, 1, 0.966386554621849,
0.91304347826087, 0.979166666666667, 0.98, 0.96875, 0.976744186046512,
0.956521739130435, 1, 0.925925925925926, 0.909090909090909, 0.966666666666667,
0.94, 0.901234567901235, 0.689655172413793, 0.936507936507937,
0.94, 0.7, 0.970588235294118, 0.702702702702703, 0.844444444444444,
0.962264150943396, 0.952380952380952, 1, 1, 0.869047619047619,
0.875, 0.926829268292683, 0.774193548387097, 0.871428571428571,
0.914893617021277, 0.909090909090909, 0.463414634146341, 0.307692307692308,
0.275, 0.35, 0.382352941176471, 0.227272727272727, 0.357142857142857,
0.391304347826087, 0.354838709677419, 0.224489795918367, 0.439024390243902,
0.461538461538462, 0.214285714285714, 0.2, 0.186046511627907,
0.191666666666667, 0.254385964912281, 0.434782608695652), .Dim = c(58L,
3L), .Dimnames = list(c("cg00318877", "cg02776119", "cg05686467",
"cg06058699", "cg06525193", "cg06681656", "cg07703701", "cg11180129",
"cg13312976", "cg13983849", "cg13985135", "cg15084470", "cg16252122",
"cg16377367", "cg18393905", "cg19241089", "cg19712745", "cg19793807",
"cg20996887", "cg22146642", "cg23501468", "cg23934819", "cg04960880",
"cg07850274", "cg10716760", "cg11259254", "cg12510203", "cg14453449",
"cg14968388", "cg16129213", "cg17375269", "cg19517912", "cg19857361",
"cg20103263", "cg23741159", "cg24644113", "cg24828322", "cg24894318",
"cg25345805", "cg26576172", "cg00656991", "cg01613725", "cg02389634",
"cg03074579", "cg06517794", "cg08678429", "cg09433558", "cg11116035",
"cg12555369", "cg13217184", "cg13713148", "cg20626840", "cg20834587",
"cg21250061", "cg21579982", "cg22172309", "cg24326223", "cg24688636"
), c("lumin.prog", "lumin.mat", "basal")))
cellProps<-t(RPCfunc(DNAmeData,centLumnBasl))
}else{
hierarchical<-F
}
if(hasArg(RNAseqData)){
Amat<-structure(c(0.99440699392837, 0.995851848640202, 0.99440699392837,
0.994888612165648, 0.99440699392837, 0.994728072753222, 0.99440699392837,
0.9946696172472, 0.994728072753222, 0.994413335705369, 0.995089950142127,
0.995635776873875, 0.994567533340796, 0.994567533340796, 0.994569039357138,
0.995049151578073, 0.99719334869268, 0.997768133565573, 0.99440699392837,
0.99440699392837, 0.994728072753222, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.994567533340796,
0.994567533340796, 0.995049151578073, 0.994888612165648, 0.994567533340796,
0.994728072753222, 0.994567533340796, 0.99440699392837, 0.997896645870613,
0.994567533340796, 0.994577057527443, 0.995806684065398, 0.99440699392837,
0.99440699392837, 0.994567533340796, 0.99440699392837, 0.994741771621229,
0.996865164065887, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.994567533340796, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.995697337832849, 0.99476086088273,
0.99440699392837, 0.994567533340796, 0.995212185360648, 0.99440699392837,
0.99440699392837, 1.00291558278694, 0.995429637319469, 0.995282611617745,
0.99440699392837, 0.994567533340796, 0.99440699392837, 0.994567533340796,
0.994960822236965, 0.994728072753222, 0.99440699392837, 0.99440699392837,
0.994567533340796, 0.99440699392837, 0.99440699392837, 0.99480761557646,
0.99440699392837, 0.994888612165648, 0.99440699392837, 0.994567533340796,
0.994567533340796, 0.994897221347762, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.995236006038023,
0.99440699392837, 0.99440699392837, 0.994567533340796, 0.996494006289905,
0.99440699392837, 0.99440699392837, 0.994598960741417, 0.994567533340796,
0.995370230402925, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.994728072753222, 0.994888612165648,
0.99440699392837, 0.996172927465054, 1.0281818295427, 0.995131276284451,
0.995724117553816, 0.994728072753222, 0.99440699392837, 0.995209690990499,
0.99440699392837, 0.995691309227776, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.994728072753222, 0.994888612165648, 0.995234426201197,
0.994567533340796, 0.99440699392837, 0.994567533340796, 0.994567533340796,
1.00008332647732, 0.994888612165648, 0.994728072753222, 0.996262046525164,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.994728072753222, 0.994567533340796, 0.994567533340796,
0.994637711585771, 0.99440699392837, 0.99440699392837, 0.994728072753222,
0.99588361378115, 0.99440699392837, 0.995179062239618, 0.994567533340796,
0.995209690990499, 0.995209690990499, 0.99440699392837, 0.99440699392837,
0.994567533340796, 0.994567533340796, 0.99440699392837, 0.99440699392837,
0.994888612165648, 0.995475812812339, 0.995014167173288, 0.994874826822736,
0.994567533340796, 0.994567533340796, 0.995061130895771, 0.994567533340796,
0.994888612165648, 0.99440699392837, 0.995691309227776, 0.994567533340796,
0.99440699392837, 0.994567533340796, 0.994561480249103, 0.995061255641383,
0.99440699392837, 0.996333466877479, 0.99440699392837, 0.99440699392837,
0.994567533340796, 0.994567533340796, 0.994567533340796, 0.994728072753222,
0.994728072753222, 0.99440699392837, 0.99440699392837, 0.995370760581987,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.994849713845758,
0.994456983150309, 0.994567533340796, 0.99440699392837, 0.994567533340796,
0.99440699392837, 0.994728072753222, 0.99440699392837, 0.995448948309686,
0.994567533340796, 0.994567533340796, 0.99440699392837, 0.994728072753222,
0.994670566149705, 0.994567533340796, 0.99440699392837, 0.995991202456878,
0.994567533340796, 0.99440699392837, 0.99440699392837, 0.994567533340796,
0.99440699392837, 0.994728072753222, 0.997296703352034, 0.994567533340796,
0.99440699392837, 0.99440699392837, 0.994728072753222, 0.995191003328053,
0.994792018814378, 0.997154453891041, 0.996012335860927, 0.99440699392837,
0.995371609887313, 0.99440699392837, 0.99440699392837, 0.994567533340796,
0.994808697362154, 0.995956318942199, 0.994567533340796, 0.99440699392837,
1.0001864127757, 0.99440699392837, 0.994728072753222, 0.994659894919094,
0.994728072753222, 0.998444430238455, 0.995691309227776, 0.994567533340796,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.994728072753222, 0.994567533340796, 0.994728072753222, 0.995209690990499,
0.99440699392837, 0.995030717312307, 0.99440699392837, 0.994887853147434,
0.99440699392837, 0.994553540168936, 0.99440699392837, 0.996045326642671,
0.99440699392837, 0.994981187001399, 0.99440699392837, 0.994888612165648,
0.995304547315685, 0.99440699392837, 0.994567533340796, 0.994567533340796,
0.996197996122434, 0.994888612165648, 0.995919655533153, 0.994567533340796,
0.99451686259992, 0.996494006289905, 0.99440699392837, 0.994385031458149,
0.994567533340796, 0.99440699392837, 0.996020230545455, 0.99440699392837,
0.995691309227776, 0.994609525109909, 0.994888612165648, 0.994888612165648,
0.994728072753222, 0.99440699392837, 0.994822633198239, 0.99440699392837,
0.994728072753222, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.994888612165648, 0.99495137344916, 0.99440699392837, 0.99440699392837,
0.996494006289905, 0.99440699392837, 0.99440699392837, 0.995519973078378,
0.995370230402925, 0.99440699392837, 0.99440699392837, 0.994567533340796,
0.99440699392837, 0.995050664638706, 0.996218963144553, 0.994932043207236,
0.994737521655023, 0.994727949650098, 0.99440699392837, 0.996073466769661,
0.99440699392837, 0.995691309227776, 0.99440699392837, 0.994567533340796,
0.99440699392837, 0.994567533340796, 0.998741558063866, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.994567533340796, 0.996333466877479,
0.995530769815351, 0.994728072753222, 0.994509033104075, 0.994567533340796,
0.994430707106619, 0.995691309227776, 1.00498404821256, 0.997386727809592,
0.994567533340796, 0.99440699392837, 0.99440699392837, 0.995617432736298,
0.995107598786919, 0.99440699392837, 0.99440699392837, 0.994921172373072,
0.994567533340796, 1.01298089660371, 0.99440699392837, 0.994567533340796,
0.99440699392837, 0.99440699392837, 0.996692283130098, 0.99440699392837,
0.99440699392837, 0.995209690990499, 0.999269984753655, 0.994790163580193,
0.994567533340796, 0.994728072753222, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.994728072753222, 0.995225749494297, 0.994567533340796,
0.99440699392837, 0.994728072753222, 0.994728072753222, 0.99440699392837,
0.99440699392837, 0.994567533340796, 0.99440699392837, 0.994728072753222,
0.995851848640202, 0.994567533340796, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.997296703352034, 0.996576128611448, 0.996012388052628,
0.995049151578073, 0.994808171388459, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.994567533340796, 0.99440699392837,
0.994567533340796, 0.994728072753222, 0.99440699392837, 0.996049935461464,
0.994567533340796, 0.99440699392837, 0.994610064737062, 0.994425664100113,
0.99440699392837, 0.994912392126196, 0.994567533340796, 0.99440699392837,
0.994728072753222, 0.996815085114757, 0.99440699392837, 0.995530769815351,
0.995209690990499, 0.994567533340796, 0.994888612165648, 0.994728072753222,
0.994728072753222, 0.99440699392837, 0.994567533340796, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.994567533340796,
0.99440699392837, 0.994728072753222, 0.995049151578073, 0.99440699392837,
0.994728072753222, 0.994888612165648, 0.99440699392837, 0.995851848640202,
0.994567533340796, 0.99440699392837, 0.994567533340796, 0.994567533340796,
0.995370230402925, 0.995298350363465, 0.994728072753222, 0.994541148850288,
0.99440699392837, 0.995230040178927, 0.99440699392837, 0.994567533340796,
0.994567533340796, 0.994419712071983, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.997778321589311, 0.994567533340796, 0.99440699392837,
0.994413466900834, 0.99440699392837, 0.994567533340796, 0.99440699392837,
0.994567533340796, 0.994893961292115, 0.994567533340796, 0.995049151578073,
0.995209690990499, 0.99440699392837, 0.99440699392837, 1.00379501045737,
0.995122816339578, 0.99440699392837, 0.994567533340796, 0.99440699392837,
0.994567533340796, 0.994567533340796, 0.994947566868172, 0.994483692402656,
0.99440699392837, 0.994567533340796, 0.995278564364715, 0.994567533340796,
0.99440699392837, 0.994888612165648, 0.995691309227776, 0.99440699392837,
0.994728072753222, 0.994567533340796, 0.994888612165648, 0.996127051975205,
0.998786160436561, 0.994567533340796, 0.994728072753222, 0.994868478753779,
0.99440699392837, 0.994907770486115, 0.995209690990499, 0.99440699392837,
0.99440699392837, 0.994567533340796, 0.99440699392837, 0.995209690990499,
0.99745724276446, 0.994728072753222, 0.994567533340796, 0.99440699392837,
0.994728072753222, 0.994426970672129, 0.99440699392837, 0.994888612165648,
0.994888612165648, 0.99440699392837, 0.99440699392837, 0.994567533340796,
0.99590536101745, 0.994949264822493, 0.994794165803359, 0.994728072753222,
0.99440699392837, 0.994567533340796, 0.99440699392837, 0.994567533340796,
0.99440699392837, 0.99440699392837, 0.994567533340796, 0.99440699392837,
0.99440699392837, 0.994728072753222, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.994728072753222,
0.994728072753222, 0.995049151578073, 0.994567533340796, 0.99440699392837,
0.994728072753222, 0.99440699392837, 0.99440699392837, 0.994567533340796,
0.995530769815351, 0.994567533340796, 0.99610604286577, 0.994567533340796,
0.994728072753222, 0.994567533340796, 0.995209690990499, 0.994736288809125,
0.99440699392837, 0.995530769815351, 0.99440699392837, 0.994567533340796,
0.995020318969001, 0.995718450008341, 0.994948459203475, 0.99440699392837,
0.99655969332855, 0.995453555818689, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.994728072753222, 0.994796766342668,
0.99440699392837, 0.995639250322137, 0.994888612165648, 0.994978162184362,
0.994445303511541, 0.994567533340796, 0.99440699392837, 0.994728072753222,
0.99440699392837, 0.994888612165648, 0.99440699392837, 0.994567533340796,
0.994401792417609, 0.99440699392837, 0.994567533340796, 1.00829446776637,
0.99440699392837, 0.994567533340796, 0.994567533340796, 0.994728072753222,
0.994728072753222, 0.994728072753222, 0.994567533340796, 0.994567533340796,
0.994728072753222, 0.99440699392837, 0.99440699392837, 0.994567533340796,
0.995627745181682, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.995591606858615, 0.99440699392837, 0.994728072753222, 0.994567533340796,
0.99440699392837, 0.995543527548358, 0.994888612165648, 0.99440699392837,
0.994567533340796, 0.994567533340796, 0.995066516434054, 0.994567533340796,
0.99440699392837, 0.994567533340796, 0.99440699392837, 0.994567533340796,
0.994567533340796, 0.994658349340402, 0.995209690990499, 0.99440699392837,
0.99440699392837, 0.994567533340796, 0.99440699392837, 0.994567533340796,
0.994622794575421, 0.994567533340796, 0.995393849585461, 0.99440699392837,
0.994567533340796, 0.996268280187695, 0.99440699392837, 0.995599888088101,
0.997620073098558, 0.995049151578073, 0.994888612165648, 0.997079405686573,
0.996732062149436, 0.994567533340796, 0.994728072753222, 0.99440699392837,
0.994567533340796, 0.994728072753222, 0.994567533340796, 1.00430917015161,
0.994572490060931, 0.995049151578073, 0.994888612165648, 1.00138798488002,
0.994567533340796, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.995899789253932, 0.994567533340796, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.995691309227776, 0.994567533340796,
0.99440699392837, 0.996580269960808, 0.994567533340796, 0.99440699392837,
0.99440699392837, 0.998420479239014, 0.99440699392837, 0.99440699392837,
0.994888612165648, 0.994567533340796, 0.994728072753222, 0.994567533340796,
0.99440699392837, 0.99440699392837, 0.994567533340796, 0.994728072753222,
0.994567533340796, 0.99440699392837, 0.998182013683606, 0.99440699392837,
0.996975624527182, 0.994567533340796, 0.994728072753222, 0.99440699392837,
0.994567533340796, 0.994888612165648, 0.99440699392837, 0.995166992395342,
0.994822505222432, 0.99440699392837, 0.995209690990499, 0.99440699392837,
0.99440699392837, 0.994856928987925, 0.994567533340796, 0.994567533340796,
0.995049151578073, 0.994567533340796, 0.995691309227776, 0.99440699392837,
0.995949763089628, 0.994888612165648, 0.99440699392837, 0.994728072753222,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.994728072753222,
0.99440699392837, 0.994567533340796, 0.99440699392837, 0.994567533340796,
0.99440699392837, 0.997307123956389, 0.995370230402925, 0.99440699392837,
0.994567533340796, 0.99440699392837, 0.99440699392837, 0.994567533340796,
0.99440699392837, 0.994567533340796, 0.994567533340796, 0.994567533340796,
0.994888612165648, 0.99440699392837, 1.00471070502715, 0.995049151578073,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.994891683180002,
0.994888612165648, 0.994567533340796, 0.995291220933123, 0.99440699392837,
0.994567533340796, 0.994461221739509, 0.994412579529344, 0.995331408278488,
0.99440699392837, 0.99440699392837, 0.994567533340796, 0.994728072753222,
0.994567533340796, 0.994702815344733, 0.99440699392837, 0.994838856242725,
0.99440699392837, 0.99440699392837, 0.994728072753222, 0.994567533340796,
0.994567533340796, 0.995049151578073, 0.994567533340796, 0.99440699392837,
0.994888612165648, 0.994728072753222, 0.994888612165648, 0.994567533340796,
0.99440699392837, 0.99440699392837, 0.994567533340796, 0.995504291675868,
1.00093569510332, 0.99440699392837, 0.995334150402007, 0.99440699392837,
0.99440699392837, 0.994728072753222, 0.994567533340796, 0.99440699392837,
0.994920996958949, 0.994567533340796, 0.994888612165648, 0.998817035651129,
0.99440699392837, 0.99440699392837, 0.994669610359268, 0.994888612165648,
0.99440699392837, 0.99440699392837, 0.995168762410747, 0.99440699392837,
0.994567533340796, 0.994567533340796, 0.99523565763995, 0.994567533340796,
0.99440699392837, 0.994728072753222, 0.995049151578073, 0.99440699392837,
0.994839117841355, 0.99440699392837, 0.99440699392837, 0.994378292032932,
0.99440699392837, 0.994728072753222, 0.99440699392837, 0.995512244536997,
0.994567533340796, 0.994567533340796, 0.994567533340796, 0.99440699392837,
0.995049151578073, 0.994567533340796, 0.99440699392837, 0.994567533340796,
0.99440699392837, 0.99440699392837, 0.995044256937203, 0.994728072753222,
0.99440699392837, 0.99440699392837, 0.995344661045659, 0.99440699392837,
0.995530769815351, 0.99440699392837, 0.99440699392837, 0.995129981220823,
0.994399078556381, 0.994728072753222, 0.994567533340796, 0.99440699392837,
0.995049151578073, 0.995209690990499, 0.99440699392837, 0.99440699392837,
0.996225870466643, 0.994841207301419, 0.99440699392837, 0.99440699392837,
0.995062564717172, 1.0060320495172, 0.99440699392837, 0.994567533340796,
0.994728072753222, 0.995010796783588, 0.99440699392837, 0.994567533340796,
0.995851848640202, 0.994567533340796, 0.99440699392837, 0.994728072753222,
0.994567533340796, 0.995209690990499, 0.99440699392837, 0.994728072753222,
0.99440699392837, 0.99440699392837, 0.998065846798144, 0.995049151578073,
0.99440699392837, 0.994728072753222, 0.99440699392837, 0.995370230402925,
0.99440699392837, 0.99440699392837, 0.995209690990499, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.994859686729573, 0.994728072753222,
0.99440699392837, 0.996112684053768, 0.995851848640202, 0.994567533340796,
0.995127955636232, 0.994567533340796, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.994640255267177, 0.99440699392837,
0.995419674002535, 0.99440699392837, 0.994567533340796, 0.994567533340796,
0.994567533340796, 0.994406439454307, 0.999364452610949, 0.996080304192412,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.994888612165648, 0.994728072753222,
0.99440699392837, 0.99440699392837, 0.995098078931826, 0.99440699392837,
0.995558802267463, 0.99440699392837, 0.994867717264007, 0.994637355596189,
0.99488729186146, 0.996940972274374, 0.995223289451627, 0.994398699074023,
0.996436409569415, 0.99440699392837, 0.994637355596189, 0.99467211847983,
0.99440699392837, 0.995114101511157, 0.994883530776488, 0.99440699392837,
0.994867717264007, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.994637355596189, 0.994637355596189, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.994867717264007,
0.99440699392837, 0.99440699392837, 0.994637355596189, 0.994685067884989,
0.994867717264007, 0.994810046592588, 0.995213979293911, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.994958403402589,
0.996526650496404, 0.994637355596189, 0.99440699392837, 0.995098078931826,
0.99440699392837, 0.994637355596189, 0.996249887270918, 0.994867717264007,
0.994637355596189, 0.994637355596189, 0.99440699392837, 0.994867717264007,
0.99440699392837, 0.994637355596189, 0.998290947198034, 0.994844888580316,
0.99440699392837, 0.99440699392837, 0.994634899652183, 0.99440699392837,
0.994637355596189, 0.994867717264007, 0.995743244750328, 0.995447241250884,
0.99440699392837, 0.994637355596189, 0.99440699392837, 0.994637355596189,
1.00063950315637, 0.994637355596189, 0.995558802267463, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.995398081088334,
0.99440699392837, 0.994637355596189, 0.99440699392837, 0.99440699392837,
0.994637355596189, 1.00733591485419, 0.99440699392837, 0.995098078931826,
0.994867717264007, 0.994637355596189, 0.99440699392837, 0.995379075247651,
0.994637355596189, 0.99440699392837, 0.99440699392837, 0.994867717264007,
0.994637355596189, 0.994637355596189, 0.995843418661119, 0.994637355596189,
0.994637355596189, 0.99440699392837, 0.994637355596189, 0.994867717264007,
0.994637355596189, 0.99440699392837, 0.995328440599644, 0.995789163935281,
0.994637355596189, 0.994637355596189, 0.996220620098012, 0.995608787511246,
0.995587362709805, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.994637355596189, 0.994637355596189, 0.99440699392837, 0.995098078931826,
0.99440699392837, 0.994637355596189, 0.99440699392837, 0.994984875487184,
0.99440699392837, 0.994637355596189, 0.99440699392837, 0.99440699392837,
0.994759310305404, 0.994637355596189, 0.994867717264007, 0.99540231139244,
0.99440699392837, 0.994637355596189, 0.99440699392837, 0.994637355596189,
0.99440699392837, 0.994867717264007, 0.99440699392837, 0.99440699392837,
0.994917016257009, 0.994637355596189, 0.99440699392837, 0.995098078931826,
1.00033437655446, 0.995098078931826, 0.995269923704427, 0.994637355596189,
0.99440699392837, 0.997171333942192, 0.994867717264007, 0.994867717264007,
0.994637355596189, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.994637355596189, 0.996677388731171, 0.994963898084105, 0.994653466768772,
0.99440699392837, 0.994637355596189, 0.995224959730387, 0.994637355596189,
0.994867717264007, 0.99440699392837, 0.995328440599644, 0.994867717264007,
0.99440699392837, 0.994637355596189, 0.996318526509464, 0.995692986717506,
0.994637355596189, 0.994637355596189, 0.995098078931826, 0.99440699392837,
0.99440699392837, 0.994867717264007, 0.99440699392837, 0.994867717264007,
0.995558802267463, 0.99440699392837, 0.995098078931826, 0.996040109643691,
0.99440699392837, 0.994637355596189, 0.99440699392837, 0.994599240013607,
0.995419236013771, 0.994867717264007, 0.99440699392837, 0.995328440599644,
0.994637355596189, 0.99440699392837, 0.995098078931826, 0.994979882521361,
0.99440699392837, 0.995558802267463, 0.99440699392837, 0.994867717264007,
0.99509951249211, 0.994637355596189, 0.994637355596189, 0.994969818263633,
0.99440699392837, 0.99440699392837, 0.994637355596189, 0.998092780613466,
0.994867717264007, 0.99440699392837, 0.99440699392837, 0.994637355596189,
0.994637355596189, 0.994637355596189, 0.99440699392837, 0.996708331612896,
0.995773386254746, 0.995093131393116, 0.996861385043643, 0.99440699392837,
0.998386237546185, 0.994867717264007, 0.99440699392837, 0.995098078931826,
0.994825865479568, 0.994724397141191, 0.99440699392837, 0.99440699392837,
0.994867717264007, 0.99440699392837, 0.995098078931826, 0.995719471321742,
0.995328440599644, 0.997541043345507, 0.994637355596189, 0.995098078931826,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.994637355596189,
0.99440699392837, 0.994637355596189, 0.994637355596189, 0.994867717264007,
0.99440699392837, 0.995044339115646, 0.99440699392837, 0.995021923773357,
0.99440699392837, 0.994405660239779, 0.995098078931826, 0.996373303407371,
0.994867717264007, 0.994426639926213, 0.994637355596189, 0.99440699392837,
0.996623065699381, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.994418087389313, 0.99440699392837, 0.997191763789051, 0.994867717264007,
0.994737470367008, 0.99440699392837, 0.99440699392837, 0.995021589535389,
0.99440699392837, 0.99440699392837, 0.995804652829078, 0.99440699392837,
0.994867717264007, 0.994957058819513, 0.994637355596189, 0.99440699392837,
0.994637355596189, 0.994867717264007, 0.995419432286479, 0.994637355596189,
0.99440699392837, 0.99440699392837, 0.994867717264007, 0.994637355596189,
0.995789163935281, 0.994413503541989, 0.995328440599644, 0.994637355596189,
0.995789163935281, 0.99440699392837, 0.99440699392837, 0.994612337873732,
0.99440699392837, 0.99440699392837, 0.994637355596189, 0.994637355596189,
0.99440699392837, 0.995218307901723, 0.998155249390193, 0.996398132069208,
0.995145684096811, 0.995293364124751, 0.994637355596189, 0.995990171197497,
0.99440699392837, 0.994867717264007, 0.99440699392837, 0.99440699392837,
0.995789163935281, 0.994867717264007, 0.994637355596189, 0.99440699392837,
0.99440699392837, 0.994637355596189, 0.995558802267463, 0.994637355596189,
0.99440699392837, 0.994867717264007, 0.994415128570619, 0.99440699392837,
0.994763724850489, 0.994637355596189, 0.997193663669891, 0.995115192879069,
0.994867717264007, 0.994637355596189, 0.994637355596189, 0.995125220858264,
0.995800352888975, 0.994637355596189, 0.994637355596189, 0.995064146156385,
0.99440699392837, 0.99726851677362, 0.994637355596189, 0.995558802267463,
0.994637355596189, 0.995789163935281, 0.995697720745736, 0.994637355596189,
0.99440699392837, 0.9960195256031, 0.998065769119947, 0.995007515064952,
0.99440699392837, 0.995558802267463, 0.994637355596189, 0.99440699392837,
0.994637355596189, 0.994637355596189, 0.99466937774586, 0.994637355596189,
0.994637355596189, 0.99440699392837, 0.994867717264007, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.995098078931826, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.994637355596189, 0.995209056733467, 0.995789163935281,
0.994637355596189, 0.99473498796316, 0.99440699392837, 0.994637355596189,
0.994637355596189, 0.994637355596189, 0.99440699392837, 0.99440699392837,
0.996710610606555, 0.994637355596189, 0.994637355596189, 0.995331295086382,
0.996249887270918, 0.995328440599644, 0.995480784553152, 0.994974875979541,
0.994637355596189, 0.994874517836249, 0.99440699392837, 0.99440699392837,
0.994637355596189, 0.995328440599644, 0.99440699392837, 0.994637355596189,
0.995328440599644, 0.994867717264007, 0.99440699392837, 0.99440699392837,
0.994637355596189, 0.99440699392837, 0.99440699392837, 0.995098078931826,
0.99440699392837, 0.99440699392837, 0.994637355596189, 0.995098078931826,
0.995328440599644, 0.99440699392837, 0.994867717264007, 0.995328440599644,
0.99440699392837, 0.995558802267463, 0.997632057277829, 0.994637355596189,
0.994637355596189, 0.994867717264007, 0.997171333942192, 0.994637355596189,
0.99440699392837, 0.9950233674699, 0.995789163935281, 0.994604409220105,
0.99440699392837, 0.994584839163371, 0.994867717264007, 0.99440699392837,
0.99440699392837, 0.995255467485037, 0.994867717264007, 0.99440699392837,
0.99440699392837, 0.994867717264007, 0.994637355596189, 0.995098078931826,
0.994832695838142, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.996781680561164, 0.99440699392837, 0.994637355596189,
0.994867717264007, 0.99440699392837, 0.99440699392837, 0.996046548273209,
0.994632995611885, 0.994637355596189, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.994867717264007, 0.995173194740326, 0.994618756981584,
0.994637355596189, 0.994637355596189, 0.997805092662151, 0.99440699392837,
0.994637355596189, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.995098078931826, 0.994637355596189, 0.994867717264007, 0.997141862599565,
1.00125470076978, 0.99440699392837, 0.994637355596189, 0.994703299649576,
0.99440699392837, 0.99463085826761, 0.994637355596189, 0.994637355596189,
0.994637355596189, 0.99440699392837, 0.994867717264007, 0.994637355596189,
0.994637355596189, 0.995098078931826, 0.99440699392837, 0.99440699392837,
0.997171333942192, 0.994650096733431, 0.99440699392837, 0.994637355596189,
0.99440699392837, 0.994637355596189, 0.995789163935281, 0.99440699392837,
0.995258744336875, 0.995482439798946, 0.994515125679203, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.994637355596189, 0.994637355596189,
0.99440699392837, 0.994637355596189, 0.99440699392837, 0.994637355596189,
0.994637355596189, 0.99440699392837, 0.994637355596189, 0.99440699392837,
0.99440699392837, 0.994637355596189, 0.99440699392837, 0.994867717264007,
0.99440699392837, 0.994637355596189, 0.994637355596189, 0.994637355596189,
0.994867717264007, 0.99440699392837, 0.99440699392837, 0.994637355596189,
0.995328440599644, 0.99440699392837, 0.994600166388942, 0.99440699392837,
0.995558802267463, 0.994867717264007, 0.994867717264007, 0.994776265804249,
0.994637355596189, 0.994867717264007, 0.99440699392837, 0.995328440599644,
0.998485337409596, 0.997634326267924, 0.995166724067715, 0.99440699392837,
0.999441814486347, 0.995559261589882, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.994637355596189, 0.99440699392837, 0.995395603638083,
0.99440699392837, 0.995698676130865, 0.995558802267463, 0.994401875824593,
0.994946293027866, 0.995098078931826, 0.99440699392837, 0.994637355596189,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.994637355596189,
0.99473335261707, 0.994867717264007, 0.99440699392837, 0.997467635880473,
0.994637355596189, 0.994867717264007, 0.994867717264007, 0.994867717264007,
0.99440699392837, 0.994637355596189, 0.9960195256031, 0.99440699392837,
0.994637355596189, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.997081537584717, 0.994867717264007, 0.994637355596189, 0.99440699392837,
0.995800607399668, 0.99440699392837, 0.994637355596189, 0.99440699392837,
0.994637355596189, 0.994589579208675, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.994637355596189, 0.994830210875264, 0.998783865616921,
0.994867717264007, 0.994637355596189, 0.99440699392837, 0.99440699392837,
0.994637355596189, 0.995847450791568, 0.994637355596189, 0.994867717264007,
0.99440699392837, 0.995098078931826, 0.99440699392837, 0.995789163935281,
0.994412575538737, 0.994867717264007, 0.996641857221885, 0.99440699392837,
0.99440699392837, 0.994484061239208, 0.99440699392837, 0.995545520695234,
0.995797594471066, 0.994637355596189, 0.99440699392837, 0.995947672188167,
0.995831302024911, 0.99440699392837, 0.994867717264007, 0.99440699392837,
0.996249887270918, 0.994637355596189, 0.995328440599644, 0.998189200849334,
0.994961544295132, 0.995328440599644, 0.994637355596189, 1.00153809430076,
0.996940972274374, 0.994637355596189, 0.995558802267463, 0.994867717264007,
0.996545123700755, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.994637355596189, 0.996412027838235, 0.994637355596189, 0.99440699392837,
0.99440699392837, 0.996249887270918, 0.99440699392837, 0.994637355596189,
0.99440699392837, 0.994637355596189, 0.994637355596189, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.995558802267463, 0.994867717264007, 0.995877888322793, 0.994637355596189,
0.995098078931826, 0.995098078931826, 0.99440699392837, 0.99440699392837,
0.995558802267463, 0.994637355596189, 0.99440699392837, 0.996255088779253,
0.994636917819549, 0.99440699392837, 0.994637355596189, 0.995789163935281,
0.99440699392837, 0.995125307148371, 0.995328440599644, 0.99440699392837,
0.997862418945648, 0.994867717264007, 0.995098078931826, 0.995789163935281,
0.994707998282355, 0.99440699392837, 0.99440699392837, 0.994637355596189,
0.994637355596189, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.994867717264007,
0.99440699392837, 0.994800116925456, 0.99440699392837, 0.99440699392837,
0.994867717264007, 0.99440699392837, 0.99440699392837, 0.995789163935281,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.996698201249775, 0.995098078931826,
0.99440699392837, 0.99440699392837, 0.994867717264007, 0.995947353411144,
0.99440699392837, 0.995789163935281, 0.996248473195879, 0.99440699392837,
0.99440699392837, 0.994827480903379, 1.00323345091587, 0.995722728741216,
0.994637355596189, 0.994637355596189, 0.99440699392837, 0.994867717264007,
0.99440699392837, 0.994442072414818, 0.997632057277829, 1.00937924629687,
0.99440699392837, 0.99440699392837, 0.994637355596189, 0.99440699392837,
0.994867717264007, 0.995558802267463, 0.99440699392837, 0.99440699392837,
0.994637355596189, 0.994867717264007, 0.99440699392837, 0.99440699392837,
0.994637355596189, 0.99440699392837, 0.99440699392837, 0.994587137292269,
0.995459091747064, 0.99440699392837, 0.995204769265403, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.994637355596189,
0.994926374031285, 0.994867717264007, 0.994637355596189, 0.996371032004848,
0.99440699392837, 0.995098078931826, 0.995987679829896, 0.99440699392837,
0.994637355596189, 0.995328440599644, 0.997640151221437, 0.99440699392837,
0.99440699392837, 0.994637355596189, 0.998674105264188, 0.99440699392837,
0.99440699392837, 0.994637355596189, 0.995098078931826, 0.994867717264007,
0.994817030012415, 0.994867717264007, 0.994637355596189, 0.995040135716019,
0.994637355596189, 0.9960195256031, 0.995328440599644, 0.994819339061893,
0.994867717264007, 0.99440699392837, 0.994637355596189, 0.99440699392837,
0.994637355596189, 0.99440699392837, 0.994867717264007, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.99648177162677, 0.995558802267463,
0.994637355596189, 0.994637355596189, 0.996737447131991, 0.99440699392837,
1.00339109897329, 0.994637355596189, 0.99440699392837, 0.99590569133262,
0.994976041105116, 0.994867717264007, 0.99440699392837, 0.994867717264007,
0.994637355596189, 0.994637355596189, 0.994637355596189, 0.99440699392837,
0.995572095686487, 0.994492796701076, 0.994637355596189, 0.994867717264007,
0.996318223595645, 0.996203751769871, 0.994637355596189, 0.994637355596189,
0.994867717264007, 0.994967828277509, 0.99440699392837, 0.99440699392837,
0.994637355596189, 0.99440699392837, 0.99440699392837, 0.995098078931826,
0.995328440599644, 0.994637355596189, 0.994637355596189, 0.99440699392837,
0.99440699392837, 0.994867717264007, 0.994513091999072, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.995558802267463,
0.99440699392837, 0.995328440599644, 0.994637355596189, 0.99440699392837,
0.994637355596189, 0.99440699392837, 0.995553796161261, 0.996710610606555,
0.994637355596189, 0.995021546223813, 0.99440699392837, 0.994637355596189,
0.995124713139391, 0.994637355596189, 0.994637355596189, 0.99440699392837,
0.995558802267463, 0.99440699392837, 0.995004650179819, 0.99440699392837,
0.995112914884394, 0.99440699392837, 0.99440699392837, 0.994637355596189,
0.997862418945648, 0.994572832974538, 0.995353374256567, 0.994984744949712,
0.994637355596189, 0.995789163935281, 0.994637355596189, 0.99440699392837,
0.99440699392837, 0.994867717264007, 0.99440699392837, 0.99440699392837,
0.994867717264007, 0.994406993928371, 0.994706484793899, 0.994706484793899,
0.994706484793899, 0.995005975659428, 0.994706484793899, 0.994406993928371,
0.99511511648365, 0.994706484793899, 0.994706031888436, 0.995042234044152,
0.995576448675303, 0.994406993928371, 0.994406993928371, 0.994411116336319,
0.994706484793899, 0.996036291089091, 0.994571068692276, 0.994706484793899,
0.994406993928371, 0.994406993928371, 0.994706484793899, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.995005975659428,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994616625740261,
0.994406993928371, 0.994951225595246, 0.996344501434414, 0.994706484793899,
0.994406993928371, 0.994706484793899, 0.995005975659428, 0.994913629956513,
1.00597766993944, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.995005975659428, 0.994706484793899, 0.994706484793899, 0.994406993928371,
0.994406993928371, 0.994706484793899, 0.996105683095981, 0.994687929749962,
0.994706484793899, 0.994406993928371, 0.994402821188847, 0.994406993928371,
0.994406993928371, 0.995604957390485, 0.995587092101173, 0.995311741172879,
0.995005975659428, 0.994706484793899, 0.994406993928371, 0.995005975659428,
0.995060622754651, 0.995005975659428, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994706484793899, 0.995305466524956, 0.99504135073419,
0.994406993928371, 0.994706484793899, 0.994406993928371, 0.995005975659428,
0.994406993928371, 0.995095991151949, 0.994406993928371, 0.994706484793899,
0.994706484793899, 0.994406993928371, 0.995305466524956, 0.994627865795613,
0.994706484793899, 0.994706484793899, 0.994406993928371, 0.995904448256013,
0.994706484793899, 0.994706484793899, 0.994557246308973, 0.994706484793899,
0.995005975659428, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994706484793899, 0.994706484793899, 0.994706484793899,
0.994406993928371, 0.994706484793899, 0.998046240679105, 0.995570990125699,
0.994673340278864, 0.994406993928371, 0.994406993928371, 0.994706484793899,
0.994406993928371, 0.995005975659428, 0.994406993928371, 0.994406993928371,
0.994706484793899, 0.995005975659428, 0.994406993928371, 0.995708082134689,
0.994706484793899, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.994853179764652, 0.994706484793899, 0.995904448256013, 0.995952299780315,
0.994406993928371, 0.994706484793899, 0.994706484793899, 0.994706484793899,
0.995005975659428, 0.994406993928371, 0.995005975659428, 0.994406993928371,
0.994418451899079, 0.994406993928371, 0.994706484793899, 0.994406993928371,
1.00082264313464, 0.994406993928371, 0.994452232404522, 0.995005975659428,
0.994406993928371, 0.996503429987071, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994704126372677, 0.99466481761213, 0.994409807330448,
0.994406993928371, 0.994406993928371, 0.995680342907988, 0.995604957390485,
0.995604957390485, 0.994706484793899, 0.995604957390485, 0.995005975659428,
0.994706484793899, 0.994406993928371, 0.994650113977905, 0.994630764184371,
0.994706484793899, 0.994706484793899, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994706484793899, 0.994406993928371, 0.994706484793899,
0.996203939121542, 0.994406993928371, 0.994406993928371, 0.994518973478894,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994828372640066,
0.995113293159504, 0.994406993928371, 0.995005975659428, 0.994406993928371,
0.994406993928371, 0.998300375180242, 0.994406993928371, 0.994377037395432,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994706484793899,
0.99440885598563, 0.994406993928371, 0.994406993928371, 0.994653114128699,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.995305466524956,
0.994406993928371, 0.994706484793899, 0.994406993928371, 0.994706484793899,
0.995604957390485, 0.994406993928371, 0.994706484793899, 0.997097819659823,
0.99533348306123, 0.994410323717281, 0.995771240563183, 0.994406993928371,
0.995683058459333, 0.994406993928371, 0.994406993928371, 0.995005975659428,
0.994979764671019, 0.996906380604495, 0.994406993928371, 0.994406993928371,
0.995604957390485, 0.994706484793899, 0.994406993928371, 0.995666050876359,
0.995904448256013, 1.00310016216887, 0.994406993928371, 0.994706484793899,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994706484793899, 0.996203939121542,
0.994706484793899, 0.994924395551129, 0.994706484793899, 0.995122087753041,
0.994406993928371, 0.995237188294903, 0.995904448256013, 0.995581575914018,
0.994406993928371, 0.995209686872096, 0.994406993928371, 0.994406993928371,
0.994859200436312, 0.994706484793899, 0.994706484793899, 0.994706484793899,
0.994673063674921, 0.994406993928371, 0.995521129998037, 0.995005975659428,
0.994450279926321, 0.994406993928371, 0.994406993928371, 0.995631743494293,
0.994706484793899, 0.994406993928371, 0.996701262457401, 0.995005975659428,
0.994406993928371, 0.994574870576133, 0.994706484793899, 0.994406993928371,
0.994406993928371, 0.994706484793899, 0.994410790622058, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.995005975659428, 0.994406993928371,
0.995005975659428, 0.994430778755485, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.995169484794051,
0.994406993928371, 0.994406993928371, 0.994706484793899, 0.994406993928371,
0.994706484793899, 0.994850582181056, 0.995488700278026, 0.99449857243467,
0.994579299975892, 0.994436149028526, 0.994406993928371, 0.994565933493203,
0.994406993928371, 0.995904448256013, 0.995005975659428, 0.994406993928371,
0.994706484793899, 0.994406993928371, 0.995305466524956, 0.994706484793899,
0.994706484793899, 0.994406993928371, 0.994406993928371, 0.995604957390485,
0.994406993928371, 0.994406993928371, 0.996594902233094, 0.994406993928371,
0.995753447900939, 1.00009732037341, 0.995650711669979, 0.996563604526767,
0.994706484793899, 0.994406993928371, 0.994406993928371, 0.994775016103482,
0.995555683892387, 0.994406993928371, 0.995305466524956, 0.996926030655654,
0.994706484793899, 0.996893420848305, 0.994406993928371, 0.994706484793899,
0.994406993928371, 0.994406993928371, 0.994459598390893, 0.994406993928371,
0.994706484793899, 0.994706484793899, 0.997051116742388, 0.995282343074409,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.995005975659428, 0.994415190256898, 0.994706484793899,
0.994406993928371, 0.994406993928371, 0.995305466524956, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.995005975659428, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.9950194993196, 0.994706484793899,
0.994406993928371, 0.994450169930773, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.995604957390485, 0.994406993928371, 0.994406993928371, 0.996206634751589,
0.994706484793899, 0.995005975659428, 0.994446184900252, 0.997831126046542,
0.994406993928371, 0.994966192886961, 0.995904448256013, 0.994706484793899,
0.994406993928371, 0.994406993928371, 0.994706484793899, 0.995005975659428,
0.995604957390485, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.995005975659428, 0.994706484793899, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.995904448256013, 0.995904448256013,
0.994406993928371, 0.994406993928371, 0.994706484793899, 0.994406993928371,
0.994706484793899, 0.994986278865628, 0.994406993928371, 0.994427145789612,
0.995005975659428, 0.994930674833807, 0.994706484793899, 0.994406993928371,
0.994406993928371, 0.994958622177784, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.994404980592241, 0.996802920852599, 0.994406993928371, 0.995305466524956,
0.994706484793899, 0.994440157036207, 0.994406993928371, 0.994706484793899,
0.994406993928371, 0.994706484793899, 0.994706484793899, 0.995843372993553,
0.994482537179968, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994706484793899, 0.99488876154197, 0.997839462873996,
0.994406993928371, 0.994706484793899, 0.995252176061852, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994706484793899,
0.995005975659428, 0.994406993928371, 0.994406993928371, 0.996420177808133,
1.00236486623582, 0.995005975659428, 0.994406993928371, 0.996253737936535,
0.994406993928371, 0.994443037158972, 0.994406993928371, 0.994406993928371,
0.995005975659428, 0.995604957390485, 0.994406993928371, 0.994406993928371,
0.995904448256013, 0.995604957390485, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.995928850920915, 0.994406993928371, 0.994406993928371,
0.994706484793899, 0.994406993928371, 0.994406993928371, 0.994706484793899,
0.996296984996881, 0.997190791150252, 0.995051152316722, 0.994406993928371,
0.994706484793899, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994706484793899, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994706484793899, 0.994706484793899, 0.995005975659428,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.995005975659428, 0.994406993928371, 0.995005975659428, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.995305466524956, 0.994406993928371,
0.994706484793899, 0.994406993928371, 0.995195516186213, 0.994406993928371,
0.994706484793899, 0.994406993928371, 0.995005975659428, 0.995254865431864,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994706484793899,
0.994930976518089, 0.995529297006301, 0.99647594220451, 0.994406993928371,
1.00291526586277, 0.996104783639983, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.996245088994222,
0.994406993928371, 0.994787024744767, 0.994706484793899, 0.994470427076444,
0.995342369878792, 0.994406993928371, 0.994706484793899, 0.994406993928371,
0.994406993928371, 0.994706484793899, 0.994706484793899, 0.994706484793899,
0.994638695023069, 0.994406993928371, 0.994406993928371, 0.995079192346744,
0.994706484793899, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.995305466524956, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.995005975659428,
0.994873787741972, 0.994406993928371, 0.994706484793899, 0.994406993928371,
0.995112738961363, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994505354933308, 0.994406993928371, 0.996203939121542,
0.994406993928371, 0.994406993928371, 0.995719393797336, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994706484793899,
0.994406993928371, 0.994401626238741, 0.995005975659428, 0.994406993928371,
0.995005975659428, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.994444670100123, 0.994706484793899, 0.994434023243641, 0.994406993928371,
0.994406993928371, 0.996645441401903, 0.994406993928371, 0.994608295799719,
0.995334830226477, 0.994706484793899, 0.995305466524956, 0.994824921496426,
0.995073903913753, 0.994706484793899, 0.994406993928371, 0.994406993928371,
0.996503429987071, 0.994406993928371, 0.994706484793899, 1.00115549685317,
0.996205177204628, 0.995005975659428, 0.994406993928371, 1.00169527362348,
0.994406993928371, 0.994706484793899, 0.994406993928371, 0.994706484793899,
0.995221595703366, 0.994406993928371, 0.994406993928371, 0.994706484793899,
0.994406993928371, 0.994406993928371, 0.995305466524956, 0.994406993928371,
0.995005975659428, 0.997530587660261, 0.994406993928371, 0.995005975659428,
0.994406993928371, 0.996802920852599, 0.994706484793899, 0.994406993928371,
0.995005975659428, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.995005975659428, 0.994406993928371,
0.995005975659428, 0.994406993928371, 0.995937381504575, 0.994706484793899,
0.994406993928371, 0.995005975659428, 0.994406993928371, 0.994406993928371,
0.995904448256013, 0.995005975659428, 0.995005975659428, 0.996867374246696,
0.995417384265586, 0.994706484793899, 0.994706484793899, 0.994406993928371,
0.994406993928371, 0.994823245200343, 0.994406993928371, 0.994406993928371,
0.994706484793899, 0.995005975659428, 0.995305466524956, 0.994406993928371,
0.995236818376759, 0.994406993928371, 0.994406993928371, 0.994706484793899,
0.995005975659428, 0.995005975659428, 0.994406993928371, 0.995005975659428,
0.994706484793899, 0.994706484793899, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.995482702773758, 0.994706484793899, 0.994706484793899,
0.994406993928371, 0.994406993928371, 0.994706484793899, 0.996503429987071,
0.995005975659428, 0.994706484793899, 0.994406993928371, 0.994406993928371,
0.994706484793899, 0.994406993928371, 0.996102515185806, 0.995305466524956,
0.994406993928371, 0.994406993928371, 0.994706484793899, 0.994440779495925,
0.994406993928371, 0.994706484793899, 0.994680542417745, 0.994406993928371,
0.994406993928371, 0.995773821417229, 0.995750932278265, 0.994444564921431,
0.995305466524956, 0.994406993928371, 0.994406993928371, 0.995005975659428,
0.994406993928371, 0.996836128708742, 0.994706484793899, 0.995732571435459,
0.995305466524956, 0.994406993928371, 0.994406993928371, 0.994706484793899,
0.994706484793899, 0.994406993928371, 0.994406993928371, 0.994706484793899,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.995174588236265,
0.997921623015901, 0.994706484793899, 0.994832026939727, 0.994406993928371,
0.994406993928371, 0.994706484793899, 0.998000884314714, 0.994406993928371,
0.997707905009969, 0.994706484793899, 0.994406993928371, 1.00419033108653,
0.994406993928371, 0.994406993928371, 0.995322095809142, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994865987006249, 0.994406993928371,
0.994406993928371, 0.995305466524956, 0.995902981345691, 0.994406993928371,
0.994406993928371, 0.995305466524956, 0.994406993928371, 0.994406993928371,
0.994874769967081, 0.994706484793899, 0.994406993928371, 0.996748561898603,
0.994406993928371, 0.995005975659428, 0.998599866045771, 0.994393820013754,
0.995005975659428, 0.994406993928371, 0.994406993928371, 0.994706484793899,
0.994706484793899, 0.994406993928371, 0.994406993928371, 0.994706484793899,
0.994406993928371, 0.994406993928371, 0.995237371840086, 0.994706484793899,
0.995305466524956, 0.995005975659428, 0.995575059253811, 0.994406993928371,
0.996503429987071, 0.994406993928371, 0.994406993928371, 0.996620976649738,
0.994916603758701, 0.994406993928371, 0.994706484793899, 0.994406993928371,
0.994406993928371, 0.994706484793899, 0.994406993928371, 0.994406993928371,
0.995527726328678, 1.00326432470196, 0.994406993928371, 0.997701393449185,
0.997023021109136, 0.996664368325479, 0.995005975659428, 0.994706484793899,
0.994706484793899, 0.99490050776695, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994706484793899,
0.994406993928371, 0.994706484793899, 0.994706484793899, 0.994706484793899,
0.995005975659428, 0.994406993928371, 0.995582455856602, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994706484793899,
0.994406993928371, 0.995005975659428, 0.994706484793899, 0.994406993928371,
0.994706484793899, 0.994406993928371, 0.997434339001373, 0.995005975659428,
0.994406993928371, 0.995086503980582, 0.995005975659428, 0.994706484793899,
0.999397521340634, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994514342000389, 0.994406993928371,
0.994688469768318, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.996802920852599, 0.994605669408362, 0.995427506546514, 0.994535023794445,
0.994406993928371, 0.994706484793899, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994706484793899, 0.994706484793899, 0.994706484793899,
0.994706484793899, 0.994728621859905, 0.984881576464678, 0.984153803982437,
0.941334700432522, 0.995544572585086, 0.975229440053389, 0.979008826427949,
0.992915628354725, 0.979644275199212, 0.99277821683563, 0.988279232739708,
0.986906856310517, 0.984967035250095, 0.988613353628926, 0.989129237456176,
0.98107968261245, 0.982002014818883, 0.984893334793861, 0.984032757368461,
0.991810753815338, 0.941506751264128, 0.994574243905236, 0.993263115327644,
0.995672783772153, 0.990251938207922, 1.00917897925307, 6.54712631713731,
0.992649416782471, 0.992963966688257, 0.992097190828426, 0.995766467583206,
0.976735060656576, 0.98739160674143, 0.980323876294422, 0.994415909446064,
0.977388598781669, 0.973179936456892, 0.97576950055526, 0.975386206315871,
0.993984131553643, 0.991030092397541, 0.975726843809654, 0.995601499741395,
0.991610824811595, 0.979203734109819, 0.988820794588585, 0.991042992938233,
0.999776765159049, 1.02959720522522, 0.982248892828448, 0.992469824018735,
0.994133764729901, 0.995740636174086, 0.978868734017985, 0.941783533346665,
0.987911454952322, 0.983689763999986, 0.99152528201164, 0.983215675398785,
0.970533994053448, 0.975513996483369, 0.984055316561536, 0.988827053423695,
0.994073885331911, 0.988999423015685, 0.985676630306159, 0.992376404850269,
0.977633272556375, 0.995052580606312, 0.993782145261686, 0.987957873142555,
0.994062857323732, 0.990246504728414, 0.989995209342947, 0.991618169654732,
0.98992480995147, 0.975275281049848, 0.977042242116641, 1.91768616457549,
0.986708324532205, 1.44364177765611, 0.988885811593863, 0.991473928862352,
0.995230276173556, 0.993218627960994, 0.984034339555736, 0.979723387967379,
0.989170975243902, 0.976354191179236, 0.996200545668975, 0.994746228913647,
0.991317678696549, 0.991515659642335, 0.975162856196858, 0.990935389852732,
0.987398721490724, 0.991225128837312, 0.989165288717405, 0.992203798487242,
0.98740988910652, 0.987446102653504, 0.99244416959904, 0.99339338722831,
0.971195327582924, 0.991152830463055, 0.983684890611183, 0.994516237366367,
0.983097712171321, 0.996261855695309, 0.993780421749392, 0.988889482902285,
0.992914305670452, 0.990496612664461, 0.992880042734124, 1.00138680912033,
0.989540464212068, 0.998131798489773, 0.996565128135117, 0.992799453274807,
0.987299128016116, 0.991706469804533, 0.992272321601582, 0.992529699081355,
0.971752991510976, 0.992147174482224, 0.989179162525785, 0.956243740081255,
0.980730814152855, 0.98507119492785, 0.976762917101459, 0.97591464634177,
0.978303245347072, 68.8283079565358, 0.99499235390602, 0.992770982549621,
0.981581936460304, 0.984235328123964, 0.994875146606928, 0.985800735847376,
0.972559975326314, 0.988160631129566, 0.94036782516569, 0.991179444487338,
0.994067929709402, 0.997346677937798, 1.01600282217935, 0.990770138296199,
1.92199709896602, 0.993427841777272, 0.97549208831342, 0.993546789031558,
0.940307063683508, 0.98416047502106, 0.978113357330195, 0.969857406169958,
0.993671751292177, 0.986494662239508, 0.984333104546909, 0.974634822508497,
0.956098692102613, 0.986585403663519, 0.991007364725748, 0.975945617685673,
0.992962014828178, 0.989738397950991, 0.990109164419434, 0.993675803841813,
0.976609462812557, 0.992654615461261, 0.990747577729228, 0.988716483725103,
0.972427697723005, 0.995553071542064, 0.941864078941421, 0.988118153924993,
0.978752032717793, 0.991724910584402, 0.978762343416159, 0.992023287400736,
0.990417154543863, 0.990423300723859, 0.988230345644393, 0.987930308604286,
0.986373396207042, 0.989791364094391, 0.99700053066897, 0.995351068177475,
0.98471277812437, 0.983962257266279, 0.982579378147499, 0.98745489742735,
0.977717929896963, 0.991093504139949, 0.994787752168548, 0.988168535555687,
0.988184656670443, 0.9802584426494, 0.98577501118618, 0.979227564750876,
0.982875752621367, 0.989602561131295, 0.978992710702363, 1.49565163861993,
0.973257457804289, 0.941883856514946, 0.981590946709377, 0.977479642435064,
0.979857006452878, 0.994970470565971, 0.976402736086156, 0.941550752101807,
0.986837245436773, 0.982796452203019, 0.974718613776757, 0.990566664784969,
0.992409963852717, 0.993589089444231, 0.988813209871415, 5.74003056024391,
0.99029852590063, 0.994530044915124, 0.941809186658646, 0.94080974483226,
0.976046153300273, 0.989166243721632, 0.941430075339232, 0.987761136681253,
0.994312959874614, 0.995364862625139, 0.994801542631275, 0.990915100027965,
0.981389622813953, 0.998259463052582, 0.988618851388622, 0.987788982557399,
0.994299514278631, 1.18237935456776, 0.971437006815446, 0.987353588406185,
0.993727250280001, 0.981011563529526, 0.990717232072007, 0.999134978211582,
0.987765749469133, 0.97531953257168, 0.982624751971338, 0.984582836896318,
0.982556337632856, 0.994411336709597, 0.99467319856778, 0.985090312220114,
0.997487005470369, 0.988672566693071, 0.991866190931132, 0.970772102965274,
1.00175332826795, 0.992079881036973, 0.983476987088087, 0.99216716310106,
0.990709439102458, 0.988151437175171, 0.973945976352446, 0.941998712696945,
0.970688680226368, 0.987069883139831, 0.99049787770423, 0.992610365325396,
0.971116652958622, 0.991455965632645, 0.989455646176768, 0.986761274826051,
0.996025336504353, 0.976767368008248, 1.47836206531357, 0.981519995954294,
0.940316684835916, 0.988567685929833, 0.996155021872366, 0.991976690296284,
0.993407648736802, 0.970842218268626, 0.940541694430368, 0.992381175032002,
0.987818079119634, 0.977052332065049, 0.9932647789551, 0.995889733745834,
0.994002735782053, 0.982445749818987, 0.977378660250628, 0.988587341979715,
0.992908124224478, 0.981095042618085, 0.972931255364615, 0.981833692124811,
0.988682142859399, 0.990368113320261, 0.999885672536538, 0.98910952787294,
0.99594457453858, 0.99145383505347, 0.974358138165746, 0.992563765780575,
0.941004088038938, 0.986717728043572, 0.980981571773886, 0.970447241576585,
0.999183971677268, 0.990054842585801, 0.978550584629139, 0.984224640410326,
1.01866370765937, 0.998756091455307, 0.974132570266675, 0.991320377256246,
0.986739270987066, 0.941114601170047, 0.992877723712954, 0.982756244956209,
0.993576126793554, 0.994126490079622, 0.994748407785239, 0.985603225274908,
0.978497240084789, 0.973318324847487, 0.983556099207682, 0.971127448905652,
0.992169015085111, 0.990924361380662, 0.991042326237334, 0.994527198307416,
0.992353418228728, 0.991162059296389, 0.982054400350171, 0.988073432031582,
0.987901316139738, 0.994469145794842, 0.984081443787756, 0.994848373220419,
0.975422138164231, 0.979884077410994, 0.991661918773349, 0.981277265300571,
0.983788394774909, 0.991159443789881, 0.970651541680333, 0.976796228221538,
0.97830434567374, 0.9874216377132, 0.990384591124556, 0.98299853228662,
0.99470591821144, 0.980664500893485, 0.980243264298222, 0.99433337193888,
0.940715099295233, 0.988485475808034, 0.988896734294881, 1.00047702926772,
0.99039052009334, 0.977662876581201, 0.996900915467713, 0.941244530416869,
0.941084421881188, 0.989059930376294, 0.990689839534551, 0.98163318786045,
0.985926824956378, 0.979832648463514, 0.995625128800872, 0.992312271081912,
0.990877328385311, 0.984002681670771, 0.984002887612322, 0.990645386632071,
0.989519252105214, 0.989493679859626, 0.984848494961068, 0.994082970104308,
0.979142042209935, 0.991170720462549, 0.985788573723805, 0.992760692247018,
0.992515390201808, 0.988556175349635, 0.992520094047634, 0.99097341603143,
0.994798578821809, 0.982643814025431, 0.990921531339503, 0.991561124118813,
0.979755672976583, 0.969677191601031, 0.979087942840289, 0.995995787469704,
0.980288319713331, 0.989665634303678, 0.983529579634251, 0.977663458897665,
0.973947465440096, 0.990309301744145, 0.982722106834632, 0.984924539400001,
0.987319261312037, 0.94227911064563, 0.977410217411278, 0.993962734384966,
0.979246910729572, 0.992457509100612, 0.989933233135487, 0.993569827927519,
0.941361687922533, 0.989282750715289, 0.987100054314304, 0.98782346857604,
0.991885933708956, 0.991186281326411, 0.995747992725721, 0.985549171950434,
0.986931352750011, 0.98142070501128, 0.977299496796547, 0.978497150887101,
0.985984490539499, 0.991764835991587, 0.939435000639406, 0.979393104827615,
0.985136346985701, 0.990627801987316, 0.991382889663763, 0.993407174807738,
0.992941917360389, 0.983376431513745, 0.991579507535307, 0.96996830944119,
0.993340617841192, 0.988750316687744, 0.991958480634904, 0.990255318487108,
0.982501031931509, 0.982967616283672, 0.982721217185406, 0.995990283873769,
0.991227398548796, 0.984960212691307, 0.992829205770853, 0.988239635519105,
0.979322349516052, 0.974467052286638, 0.990901139159974, 2.24776829791106,
0.982107316749914, 0.981264408360209, 0.983916358222723, 0.980040291714194,
0.983935070384598, 0.986323383027874, 0.987931265510354, 0.941084732989829,
0.991966614490443, 0.941796951329723, 0.991819346481197, 0.992987464606158,
0.987532802035288, 0.993040778949959, 0.989770522845416, 0.991917578056045,
0.987948998185903, 0.991246412181484, 0.993154449958075, 0.993697466931973,
0.981500298516456, 0.975748672763542, 0.980095483812712, 0.984493626508113,
0.980899862181422, 0.986778932440742, 0.971214243188836, 0.984892240582299,
0.996138494633072, 0.971752551149729, 1.01092904271538, 0.995498815175864,
0.980463865256693, 0.990550688168066, 0.992512845546343, 0.982491982994829,
0.986643857256792, 0.993641462123629, 0.991049006175866, 0.97385144348504,
1.00171718488939, 0.940667105286807, 0.988889096678277, 0.975004841367976,
0.983544317848007, 0.991145130639207, 0.994146570785643, 0.970254292983478,
0.97727596425845, 0.981358952218919, 0.97452488242116, 0.970503917845158,
0.994316672851197, 0.992387265375555, 0.993242419375678, 0.973115866134561,
0.990770324933096, 0.983540746700215, 0.991014032999493, 0.981842032176846,
0.990371338500837, 1.13997956764495, 0.978060435484946, 0.994237300652291,
0.995064911416048, 0.972148502770671, 0.994730594691583, 0.992414651117426,
0.976867399681102, 0.993618710822254, 0.982511114735222, 0.990260576780637,
0.988800969991263, 0.99434330421128, 0.994199714974188, 0.978045581384456,
0.997223996800283, 0.988957178295888, 0.979475806744938, 0.987034567184492,
0.991166305839755, 0.999816418644686, 0.999493947587336, 0.996150983760638,
0.983438810944231, 0.941374025952587, 0.985717785421315, 0.992217799999343,
0.992076423858061, 0.985481527425975, 0.988777775289191, 0.995333876822273,
0.985271304666282, 0.988234529237313, 0.983230087642085, 0.990970977099319,
0.992009100420218, 0.990440528670064, 0.996431127084105, 0.981365978457331,
0.99434725242475, 0.940289062903334, 0.993456630366514, 0.992596655935822,
0.983706897420024, 0.997097724464625, 0.989942719247732, 0.991512534723393,
0.995156672133424, 0.988346019407619, 0.991044030135639, 0.981906606147177,
0.982073630752772, 0.977184820379415, 0.992114366615858, 0.987940919485281,
0.981161406768369, 0.977635777470402, 1.00608927714049, 0.983368024411667,
0.984874873654384, 0.993763015823183, 0.970448737410827, 0.993958480565856,
0.983608367522045, 0.981032363721201, 0.995253384396417, 0.993603740502469,
0.983795828494835, 0.993041725223416, 0.986888878827541, 0.970031640012098,
0.976300643724684, 0.992196343666697, 0.982742808910117, 0.940566133850504,
0.990036703085055, 0.987786276581087, 0.988706083680363, 0.984814508816923,
0.992370007996825, 0.994822664173406, 0.990067952744626, 0.996586242531797,
0.977208435671388, 0.99369536612144, 0.981892253248805, 0.978947858228273,
0.986042824062409, 0.987877552038879, 0.984398623242143, 0.994708632093607,
0.990618296213992, 0.99280305641545, 0.993891812137123, 0.991980514987139,
0.992907517519415, 0.992659720795939, 0.993252561789377, 0.986074629696895,
0.990001321171948, 1.06338352616327, 0.99143857125116, 0.995758012915321,
0.994955773836344, 0.993960128322103, 0.978775232458689, 0.995799299677251,
0.98682831272626, 0.99370539642103, 0.988567280993568, 0.993790035094384,
0.990068450751811, 0.984376448132521, 0.992872334657072, 3.1499174373309,
0.991709103236283, 0.941077866467745, 0.984854469960643, 4.40386372979886,
0.994732502441162, 0.992608816719242, 0.978278899947206, 0.972687016966179,
1.03678331901544, 0.983879506448459, 0.985094049552385, 0.970043854960909,
0.97429950091623, 0.940713467927561, 0.981533587330583, 0.996878577890962,
0.993063169446625, 0.940004972622403, 0.983289676354668, 0.989554505560012,
0.987331494018545, 0.94156190654807, 0.995237670499366, 0.972712770670711,
0.993116871527353, 0.993557855517669, 0.988318610503338, 0.990213832955106,
0.985818102303104, 0.984142373591805, 0.983716724890399, 0.993098129151115,
1.0015979079125, 0.991373256603225, 0.994224201210007, 0.993017224418662,
0.986362666939699, 0.989962227986612, 0.988156217638109, 0.974584863496744,
0.971393213456707, 0.991322897255252, 0.974405136739488, 0.982598417825092,
0.994284628779696, 0.971824411561674, 0.981241496669752, 0.981341336610099,
0.98547352671025, 0.99568857939262, 0.989249278147356, 0.992135264416221,
0.940998126902322, 1.00036769898303, 0.995167661393951, 0.988559878809482,
0.941500979737031, 0.984310511990872, 0.985892109482415, 0.994964077766923,
0.987748472353129, 0.993627692394205, 0.993882494229747, 0.986099192232972,
0.986556025924584, 0.993466113105153, 0.988215247168532, 0.979060047737637,
0.994046717382045, 0.973693000349441, 0.996166804364869, 0.97751541956954,
0.985760953031024, 0.973049157294608, 0.994817406334174, 0.992152802728717,
0.992371387660481, 0.996726382501881, 0.986853164316413, 0.987754526455919,
0.991438311063753, 0.99148936160935, 0.994829377749527, 0.995483514396398,
0.979012421956979, 0.981291113150253, 0.973333813021222, 0.983029323161494,
0.993159270083599, 0.984589702488176, 0.99135342904631, 0.97828650832932,
0.997947350351266, 0.992799613910642, 0.982540810537988, 0.984565023978743,
0.989115923873679, 0.98119580105235, 0.984966658829833, 0.995049018361764,
0.985699818817971, 0.981343828034441, 0.971538451553456, 0.987544501631608,
0.975103151646259, 0.983042939848835, 1.14704406360761, 0.988275409253526,
0.997880735512833, 0.985246827035082, 0.99195379403876, 0.991946438353026,
0.991228721774605, 0.98244909886601, 0.994664521539574, 1.00117099945681,
0.987588599764956, 0.981270220272353, 0.993531400255081, 0.992994873623591,
0.941322945063336, 0.992362524341703, 0.988465944912684, 0.971304087411004,
0.994442039698701, 0.990261571529904, 0.993129024850839, 0.940028163936716,
0.992569588220582, 0.990729517796347, 0.985891274169108, 0.985196276813483,
0.976971769880217, 0.988344340937601, 0.98205088006423, 0.982054632951495,
0.995564650445465, 0.99279124147566, 0.994311958380038, 0.994931063089238,
0.98909246152035, 0.987124694606232, 0.972747530512232, 0.994513576850078,
0.978144729160282, 0.983762040936782, 0.991166313402811, 0.975816969039847,
0.977257382470761, 0.981320618858632, 0.940332062582305, 0.987193700205098,
0.99121170524765, 0.988368603450047, 0.977075895099673, 0.989501271336069,
0.941177839447514, 0.993096370758956, 0.994077806984173, 0.990083639170763,
0.986746513770718, 0.984002669439409, 0.941605381285602, 0.994836594565489,
0.99743248538748, 0.982560091915517, 0.997306934187626, 0.98510805161231,
0.990390905587046, 0.983989895162562, 0.990553697772825, 0.98858262347624,
0.992383306111603, 0.982057283774823, 0.940410671889268, 0.990297212783378,
0.993424193593821, 0.992949725670297, 0.988929119466318, 0.984680250776755,
0.981030088050674, 0.991280807553391, 0.986716124415253, 0.975642481390127,
0.991105722849272, 0.996267432593405, 0.97362881303532, 0.989910928427181,
0.980350941308682, 0.98991516519012, 0.985611276653715, 0.981436218402219,
0.988000502520093, 0.987240855582637, 0.992390897147804, 0.983782784021302,
0.984962948862182, 0.973598833475243, 0.981714880935421, 0.9953776778733,
0.981298877299178, 0.984111200634015, 0.977309150729949, 0.993206493287193,
0.985123768915184, 0.972332325267297, 0.993430402695618, 0.986744619062963,
0.940038886358645, 0.996359352158306, 0.992519947559718, 0.941635926228619,
0.986853389249825, 0.986566329233681, 0.940586064033203, 0.98964049880327,
0.994299177765638, 0.989336641772833, 0.974982471777395, 0.991725037033951,
0.988634260067316, 0.988988010922626, 0.976033472003406, 0.995329279715295,
0.987624863140191, 0.987433455476964, 0.992457172241, 0.975640062724905,
0.992771678738507, 0.969922049856436, 0.970588912224926, 0.972042814860941,
0.941587721707537, 0.99364015790179, 0.984469486769661, 0.9827753249964,
0.971425300767559, 0.977908619038333, 0.985300651914014, 0.98764753945874,
0.987127730781821, 0.99979830156666, 0.988891806413785, 0.983294128211319,
0.995139970416643, 0.993758707068047, 0.996964128198863, 0.987314144134598,
0.982232743414654, 0.989257923926207, 0.982723939206269, 0.989115276234854,
0.987447805103856, 0.987977598330127, 0.993820644169123, 0.989155758607875,
0.993786609501084, 0.98565611465059, 0.991510559444804, 1.06236633539332,
0.947697453169677, 0.947580324663724, 0.948506328077101, 0.993416184847402,
0.994221051346583, 0.989710065051002, 0.993431627460587, 0.998682953627684,
0.99694467587584, 0.986005147029649, 0.993799069252954, 0.993650987136926,
0.9796801536863, 0.985777504954758, 0.992264362525425, 0.967506127382548,
0.995420736365233, 0.980179696892763, 0.983089765519689, 0.987486680019729,
0.987231760906701, 0.981273708686623, 0.970472221434989, 0.982971805443712,
0.996306610905411, 0.987737503433527, 0.986226017249778, 0.989565826393623,
1.03697953258349, 0.989645635107366, 0.986358952320049, 0.984712881671605,
0.968901979285242, 0.969647607781905, 0.986650303769912, 0.985081405799814,
0.99211145020661, 0.987402394036907, 0.989332409991484, 0.990367467998379,
0.992248943608975, 0.994577913000326, 0.99176440788117, 0.995395420844391,
0.987619296160769, 0.999291465692253, 0.970261682296085, 0.987065869440211,
0.984454031675575, 0.948672848723005, 0.99581224246871, 0.991313454826497,
0.994586997329149, 0.984154028218728, 0.948389206235633, 0.994333405924941,
0.959736021972016, 0.993136651346178, 0.987572646599933, 0.990025751752658,
0.991032173690145, 0.993297973548837, 0.98842570917993, 0.978658251827365,
0.984062632487803, 0.98825654163649, 0.994799832885058, 0.995338128814523,
0.957966946582771, 0.991987927261047, 0.970155383965779, 0.989601744522348,
0.986974539300562, 0.988586664556605, 0.985276957254622, 0.948715274827156,
0.981475860140916, 0.98153603003341, 0.992856714262375, 0.983311731570701,
0.990256408394973, 0.993860276077484, 0.984734956023999, 0.98685020644487,
0.987958878879129, 0.999342155461952, 0.993945256874471, 0.982997185307611,
0.992784598463658, 0.987761105911833, 0.991230462023858, 0.984916224768876,
0.988781299541406, 0.99443708181938, 0.989383154006027, 0.987046412341961,
0.983035740956977, 0.985376285532371, 0.985938923324145, 0.989878151818208,
0.977020086378996, 0.987054549573127, 0.999581111780317, 0.977045208821391,
0.995061640904559, 0.983520511153879, 0.994192582583647, 0.988600907618789,
0.983549759154219, 0.991184213510067, 0.993796100354894, 0.987560739900178,
0.959362383705889, 0.988940592103623, 0.995082327059929, 0.988227273875666,
0.989824784031393, 0.985897101231632, 0.989453550578586, 0.994426068107311,
0.993162862093894, 0.998892275840039, 0.992924276142547, 0.988653492745427,
0.994069994801702, 0.984102457099461, 0.979608638417792, 0.9909855198971,
0.977402602549004, 0.986499719917061, 0.989747219693092, 0.968093035941732,
0.994042120367708, 0.990325920953865, 0.991783385540067, 0.985619411561411,
0.975593323770863, 0.979087873254302, 0.993097106097337, 0.989893791490496,
0.988839364351111, 0.985607651264314, 0.99268595541133, 0.99962151952706,
0.962615735162645, 0.984831116953874, 0.984347375672745, 0.981305064575824,
0.948049318626396, 1.0085935564941, 0.990640291830276, 0.958518959971507,
0.99072455897022, 0.957851096764526, 0.988171155841349, 0.982590587389317,
0.987558065224154, 0.979355740209521, 1.46850004077462, 0.97976759393657,
0.99398350903317, 0.989834280532148, 0.983819017112764, 0.99585254799379,
0.985803420174545, 0.977525088233634, 0.978259593124622, 0.988898624337675,
0.983025617939116, 0.998086615524383, 0.98748858910808, 1.0537735313047,
0.98197981807302, 0.98264948502539, 0.980204845367602, 0.990681395381057,
0.996490719529491, 0.985573956678732, 0.978925868867493, 0.993872714175171,
0.987505024021523, 0.991035762893156, 0.993082125162345, 0.98786208100824,
0.983741499823296, 2.00990718518106, 0.99231815640597, 0.991259945079344,
0.995939364835013, 0.99219234296686, 0.984340716658427, 0.991649237910762,
0.991369782831485, 0.99099775191074, 0.989570565040966, 0.988026909725421,
0.991897497700858, 0.973429404015748, 0.99158431417823, 0.993955695614259,
0.981804363941306, 0.948069020899696, 0.980877196589634, 0.983735669184165,
0.994008645754507, 0.995674156133323, 0.996246704353527, 0.990497264650957,
0.984613244537276, 0.996280766748098, 0.992536926700185, 0.991003460288392,
1.05430943941944, 0.996985313755007, 0.988217858900293, 0.967238379273827,
0.993302725807965, 0.983189222794313, 0.980819256602173, 0.985581591511119,
0.960994171134649, 0.985915538759148, 0.987220157800954, 0.992894433533673,
0.985662641817934, 0.994229394255718, 0.994598990803834, 0.987444152148712,
0.999201892167346, 0.989704234207049, 0.982287783937133, 0.965147222675779,
0.994284646495832, 0.983883690586413, 0.993115061312545, 0.993975873855421,
0.995545954946909, 0.98893124896948, 0.98959701276587, 0.990548003279884,
0.989056529663295, 0.993835410592941, 0.958176385018268, 0.971902236895854,
0.99001652093683, 0.984779012559133, 0.992205430587895, 0.988369330589318,
0.996008923840688, 0.985735086510669, 0.991412316077165, 0.990404014314878,
0.982310681895941, 0.989281126287929, 0.99053168485701, 0.994957854069325,
0.993315816451385, 0.972443050090489, 0.989047526631056, 0.994089656108634,
0.9849386232766, 0.992167605776686, 0.989173432782534, 1.00506999574732,
0.976551323034054, 0.992538792947332, 0.966842055985392, 0.991968322504659,
0.992633090435217, 0.980054498701278, 0.974256073676428, 0.986928615651084,
0.992002576365179, 1.0017489175827, 0.994317599666159, 0.99292183763006,
0.994937058304291, 0.993831736698782, 0.949173817370135, 0.993317380688462,
0.986986491456195, 0.986709667524596, 0.983172574770381, 0.994851258023277,
0.987805334156735, 0.996068366380581, 0.981568414046695, 0.949234092697448,
0.997896167676548, 0.990534462797882, 0.981928926940478, 0.990610947588292,
1.0007390237259, 0.984904620654737, 0.984656409455843, 0.958977687791657,
0.993510988587318, 0.994655283501831, 0.993165843820709, 0.991026203515853,
0.99174720663624, 0.992194476395086, 0.987776785469676, 0.984063768361208,
0.991087740597597, 0.969963685834098, 0.988555897108664, 0.996991111775625,
0.984224707708162, 0.998754628279991, 0.995152668390588, 0.98619418740551,
0.987965156985493, 0.996040698474346, 0.987454643959408, 0.990324662988882,
0.983179029710406, 0.985490545664294, 0.992317719680679, 0.987367903832175,
0.992236581024591, 0.990386182865592, 0.949120335617769, 0.989858381437184,
0.984957084794552, 0.988067321851326, 0.983413126250514, 0.988331402961148,
0.98782086571567, 0.994131176893713, 0.959942357010532, 0.99250760094156,
0.985053384798224, 0.993652255828411, 0.981199651799815, 0.984341714266054,
0.990903213413373, 0.978856988481329, 0.998933875220331, 1.01069111482153,
0.984597356785737, 0.994999829970729, 0.990677041675165, 0.988864740437275,
0.981722482048135, 0.9683778981913, 0.989164919605651, 0.986385857662931,
0.988105080634738, 0.959564540690959, 0.971108121379745, 0.987545818670154,
0.993265746021758, 0.991892692483128, 0.993771298880512, 0.990741423544887,
0.989208095714453, 0.992752245057155, 0.991158542668752, 0.98876319050383,
0.985577279017058, 0.987820077717705, 1.0012199125703, 0.995056951990433,
0.982713511605884, 0.988239808993756, 0.987174784113797, 0.994517907184848,
0.982154471113634, 0.992720577412031, 0.979269119912381, 0.995304594276288,
0.979900854791, 0.990491031718756, 0.991257965589911, 0.978657981735742,
0.979917442767955, 0.981536865468475, 0.958016220952798, 0.958119832886675,
0.992293844267074, 0.988485358248345, 0.985152368982206, 0.985189828805381,
0.973727923744209, 0.992881073050651, 0.992109525578855, 0.988065387789018,
0.989194667369135, 0.995690675254481, 0.989878769695168, 0.983527597556389,
0.993535527610056, 0.990186972095549, 0.993559929416505, 0.984804975563878,
0.989404072272233, 0.983273483874479, 0.988338234265082, 0.985175103465942,
0.990592717670063, 0.985595395978088, 0.978989613025239, 0.980062632976981,
0.991706068095296, 0.992602894032771, 0.993481358822751, 0.991599889760148,
0.988929226242312, 0.985821190953582, 0.992613181041767, 0.979317095770807,
0.987966461130553, 0.99270954673479, 0.984837394657009, 0.990108851658414,
0.985648512913423, 0.989973951715293, 0.975982510555653, 0.984508770182138,
0.990102138926745, 0.981360837662692, 0.977938273994261, 0.995855106807139,
0.986128827773849, 0.990271940549767, 0.982970742171318, 1.02245130363029,
0.981607155023405, 0.986789180261148, 0.982557125658346, 0.979780347436687,
0.98721480052903, 0.994462248119677, 0.977820849318959, 0.991574484460369,
0.975000501654301, 0.981139802148919, 0.99438898082633, 0.992834777249628,
0.989056736190079, 1.00040670790781, 0.988508511631511, 0.98298088390575,
0.978434540860073, 0.991620404437292, 0.988871450041683, 0.969331761989963,
0.971574125174876, 0.988308172047662, 0.986697174482208, 0.979711333173391,
0.982840252773904, 0.986338603376755, 0.969374281799805, 0.984338862291571,
0.995577636698853, 0.989312547895234, 0.983917509371819, 0.993199946429046,
0.990163950760556, 0.988371634268413, 0.989208030940952, 0.989039716915633,
0.990336957496707, 0.98655790695136, 0.993300441441268, 0.987031366091248,
0.983381536759245, 0.987551483962888, 0.992290472542636, 0.94811603695988,
0.986022699902991, 0.985151938340532, 0.958306709911475, 0.979784192224653,
0.987035820110105, 1.00242338719232, 1.09510791479512, 0.989181186461487,
0.987912823250758, 0.99863076374225, 0.993107649189036, 0.94734604955728,
0.992716209280243, 0.992909984537536, 0.98903581550799, 0.960270358098369,
0.990511627007049, 0.996599933595657, 0.99373097217623, 0.991224097226323,
0.996144775412911, 0.980393155899631, 0.990248623273015, 0.994624552963482,
0.994677858223751, 0.984840504985195, 0.988598107501006, 0.994741487976835,
0.992608952320738, 0.9960386249582, 0.993425236238974, 0.987092354799719,
0.995307854944628, 0.992599955043887, 0.986016543014118, 0.98923413742122,
0.996416457395322, 0.987902915877789, 0.990516562177354, 0.987900473705687,
0.979039058168501, 0.989669562172028, 0.991189836636712, 0.995132135227707,
0.985297646387324, 0.993339812283649, 0.993173149364053, 0.988745247221923,
0.980426371096643, 0.986207818069018, 0.980394601416818, 0.978555736137747,
0.990994386401542, 0.985764066937292, 0.985412129117405, 0.980015494359419,
0.990480389701944, 0.97684312060199, 0.991446981336392, 1.00116175727936,
0.978950575834788, 0.993521480988042, 0.991648401905307, 0.993434601771062,
0.977963836584163, 0.974690680519584, 0.98841633270768, 0.986984428003904,
0.990427400580944, 0.981459723699483, 0.947075764339871, 0.977328773972949,
0.99424725150207, 0.980962836491327, 1.00830440429762, 0.98688913959711,
0.982699512556833, 0.956399141261032, 0.948016648190642, 0.992689811134631,
0.971400268492175, 0.984769749911726, 0.979428251920768, 0.995607391182983,
0.986939331856772, 0.992520307327858, 0.979612156861382, 0.975264221500887,
0.984386003860308, 0.948060579092881, 0.992660118046433, 0.99011506036468,
0.977384245356258, 0.994202851366063, 0.985031388000065, 0.968137083297476,
0.99624425035947, 0.990960435922631, 0.98182096314429, 0.991578740229122,
0.988478720919795, 0.994401059993902, 0.982813960506226, 0.983965289268356,
0.987539761137187, 0.989564679598646, 0.982038790935274, 0.994710006237435,
0.992212424472802, 0.996150433530999, 0.994807649896103, 0.99637943870832,
0.995672468698718, 0.995861113190064, 0.994841315865967, 0.993252051606775,
0.996977878307153, 0.992586045479988, 0.995491562520501, 1.00754176228565,
0.987226998017493, 0.988477287217066, 0.981623904104556, 0.997210318043823,
0.988138555183124, 0.947653168904053, 0.983330377472175, 0.991886750744573,
0.991008014341246, 0.988752652197264, 0.985561545370618, 0.997301644462201,
0.990119019354091, 0.99110710280268, 0.991087553915313, 0.992691186386205,
0.992392659891967, 0.994007504795125, 0.989759645941334, 0.968038114383556,
0.999712078783847, 0.985413439992997, 0.985066932206326, 0.977057578975238,
0.98414350899956, 0.99231625973636, 0.983966628044427, 0.988302442854186,
0.99136990508743, 0.982318340454623, 0.959316256055453, 0.98766790226682,
0.985910781876513, 0.983457984204118, 0.995254584772376, 0.94739700250061,
0.983545968533603, 0.990996202700235, 0.992222012723603, 0.984766255093323,
0.988916580813496, 0.992579612939559, 0.984903512331695, 0.98579310050627,
0.989492152367204, 0.948212442825918, 0.978798423840424, 0.994647815261561,
0.992729732884832, 0.984762830777553, 0.988809674382846, 0.987449079674661,
0.993124922624167, 0.984240722666812, 0.982958188168135, 0.988940171296794,
0.984778205555979, 0.98470196552884, 0.97047436215384, 0.980683187937235,
0.981773475299393, 0.989360402837985, 0.948192435393314, 0.9955915938481,
0.984307287262391, 1.00375711370941, 0.993411299942024, 0.991817658684751,
0.974617579864373, 0.976112460220814, 0.990279786771359, 0.987357439644279,
0.989188895033904, 0.988051896146221, 0.991700741231218, 0.989278456457191,
0.992091043485773, 0.985645601743007, 0.981200799226758, 0.989423163200212,
0.98261122971215, 0.957931889738342, 0.995833054662517, 0.980900727169924,
0.984163354778872, 0.98866082161488, 0.98311985922021, 0.980039285797361,
0.984185355079646, 0.993888796178755, 0.99160728978809, 1.01101154968202,
0.984790030232002, 0.992142596957024, 0.991810076309541, 0.994741358724956,
0.984245899823941, 0.984119609590322, 0.977710932780568, 0.987578003815161,
0.987712310159083, 0.994186838513339, 0.989529911966339, 0.983932035868442,
0.991536054036094, 0.946976364447842, 0.979752632018005, 0.980999284235119,
0.992157721784819, 0.986074967928019, 0.987221441796246, 0.984377626875693,
0.986807334018069, 0.991741819378953, 0.993620435075629, 0.970665291523009,
0.979299800136786, 0.960031297518638, 0.990953489550719, 0.992071043722345,
0.991659770626968, 0.993332467676824, 0.987520398311416, 0.974103130077131,
0.983688530227594, 0.992740798769396, 0.983840461631332, 0.989580184616565,
0.990372449838865, 0.992395095176113, 0.99206978915809, 0.987810579014664,
0.996383726524398, 1.20800287100677, 0.988640726289668, 0.977648848603168,
0.983425528984312, 0.985390078145835, 0.995205321509637, 0.987850702781916,
0.987013547208163, 0.989897954356211, 0.991643636635684, 0.995577856567762,
0.948239077979383, 0.992231365129742, 0.991275762507677, 0.98556877536748,
0.994673583769948, 0.99477288423633, 0.977136389118883, 0.986165054583872,
0.98345538933971, 0.984982724749555, 0.990966464022204, 0.993067278342887,
0.985682351185022, 0.985571013169525, 0.984812771087996, 0.947146364007291,
0.990158349111925, 0.98566296795595, 0.979899595487668, 0.986706680817536,
0.994875935222748, 0.99018353227635, 0.985533676006022, 0.99267507078154,
0.984260045453937, 0.994867069299557, 0.993576140164468, 0.995148753501651,
0.987160003388733, 0.991728922535474, 0.9874560876991, 1.0006003960535,
0.993513807010869, 0.987207287660402, 0.993442753317097, 0.990024945647377,
0.989626964358532, 0.989995230207715, 0.969707338044023, 0.988898904392643,
0.996495073075646, 0.995567359714433, 0.97795261833374, 0.987345586545789,
0.993143669248575, 0.994401517942182, 0.985675068581533, 0.991858977081004,
0.992748595365711, 0.992411450726301, 0.980921609970558, 0.981610406954131,
0.990345633195606, 0.985312096514577, 0.992102561158339, 0.994117286719606,
0.980014893050299, 0.98665578709543, 0.980465650923374, 0.981544578599902,
0.988970106123353, 0.987933613055637, 0.989013504087631, 0.980764197928491,
0.993465041039486, 0.971000462726318, 0.990967877923891, 0.990806354318273,
0.957327416148145, 0.990229840707051, 0.970807159958577, 0.981478037666377,
0.988990911524017, 0.960148571208582, 0.991997465150156, 0.987919518592145,
0.978127985105139, 0.988993798913394, 0.9918008677578, 0.98191319214057,
0.993424756262823, 0.981048749555761, 0.987771424494969, 0.980544941799292,
0.991482192941331, 0.988033154304048, 0.986759435972672, 0.997947446255292,
0.986225875898195, 0.966592223855612, 0.965166553726069, 0.992070952871691,
0.984634824047697, 0.987937720254773, 0.989229672746904, 0.989261343424837,
0.99621933999311, 0.993795522861583, 0.990373525993291, 0.96571014595558,
0.977385116685806, 0.98371939775034, 0.970156356987133, 0.982928490213073,
0.988663318648668), .Dim = c(864L, 5L), .Dimnames = list(c("A1CF",
"AANAT", "ABCB4", "ABCB5", "ABCC9", "ABCG4", "ABCG5", "ABHD16B",
"ACAN", "ACKR4", "ACMSD", "ACOXL", "ACSM2A", "ACSM2B", "ACTC1",
"ACTN3", "ADAM21", "ADAM23", "ADAMTS19", "ADAMTSL1", "ADCY8",
"ADCYAP1", "ADCYAP1R1", "ADGRD1", "ADGRG5", "ADGRL4", "ADH1B",
"ADRA1A", "ADRA1B", "ADRA1D", "ADRA2C", "AFM", "AIM2", "AIRE",
"AJAP1", "ALK", "ALLC", "ALOX12", "AMER2", "AMIGO3", "ANGPT4",
"ANGPTL5", "ANKRD24", "ANKRD30B", "ANKRD30BL", "ANKRD55", "ANO3",
"APBB1IP", "APOBEC2", "AQP6", "ARHGAP15", "ARHGAP6", "ARHGEF15",
"ARID3C", "ARR3", "ARSF", "ARSH", "ART3", "ASB11", "ASB14", "ASCL1",
"ASIP", "ASPDH", "ASPN", "ASTN1", "ATCAY", "ATP1B2", "ATP2B2",
"ATRIP", "AVPR2", "B3GALT2", "B3GALT5", "BANF2", "BHLHE22", "BMX",
"BNC2", "BOLL", "BPIFA1", "BRSK2", "BTNL8", "BTNL9", "C1QTNF7",
"C1QTNF9B", "C3AR1", "C4BPA", "C8A", "CA1", "CACNA1B", "CACNA1E",
"CACNA1H", "CACNB2", "CALHM3", "CALML6", "CALR3", "CARNS1", "CASP5",
"CASQ1", "CASS4", "CATIP", "CAV3", "CBLN4", "CCDC103", "CCDC141",
"CCDC177", "CCL13", "CCL25", "CCR1", "CCR4", "CCR7", "CD1D",
"CD226", "CD247", "CD28", "CD300E", "CD300LG", "CD3G", "CD4",
"CD48", "CD5", "CD80", "CD84", "CD86", "CD8A", "CDH16", "CDH20",
"CDH6", "CDH7", "CDH8", "CDHR2", "CDHR4", "CDKL4", "CEBPE", "CELA2A",
"CELF6", "CEMP1", "CHIA", "CHIT1", "CHKB-CPT1B", "CHRM4", "CHRM5",
"CHRNA1", "CHRNA9", "CHSY3", "CIITA", "CILP", "CKMT2", "CLDN2",
"CLDN5", "CLDN6", "CLEC4F", "CLIC5", "CLRN1-AS1", "CLRN3", "CLVS1",
"CLVS2", "CMKLR1", "CMTM2", "CNR2", "CNTN6", "CNTNAP4", "COL19A1",
"COL21A1", "COL24A1", "COL26A1", "COL9A1", "CORIN", "CPED1",
"CPLX3", "CPN2", "CR1", "CR2", "CRISP3", "CRMP1", "CSN3", "CSRP3",
"CT55", "CTNNA2", "CTNNA3", "CTSE", "CX3CR1", "CXADRP3", "CXCL9",
"CXCR2", "CXCR3", "CXCR6", "CYBB", "CYP17A1", "CYP1A2", "CYP2C18",
"CYP2W1", "CYP3A7", "CYP4A11", "CYSLTR1", "CYTH4", "DAB1", "DACH2",
"DAW1", "DCC", "DCDC2B", "DCLK3", "DCST1", "DDX4", "DES", "DGKB",
"DIRC1", "DKK2", "DKK4", "DLEU7", "DLK1", "DLX5", "DMBX1", "DMRT2",
"DMRT3", "DMRTA2", "DNASE1L2", "DNASE1L3", "DOCK2", "DOCK3",
"DPEP1", "DPF3", "DPP10", "DPPA4", "DPYS", "DPYSL5", "DRAIC",
"DSPP", "DUOXA2", "DYSF", "EBF2", "EBF3", "EFCAB12", "ELAVL3",
"EMID1", "EMILIN3", "ENDOU", "ENPEP", "ENPP2", "ENTHD1", "EOMES",
"EPHA3", "EPHA6", "EPHA8", "EPO", "EPS8L3", "ERAS", "ERMN", "ESPNL",
"ETNPPL", "EVI2A", "EVI2B", "EXO1", "F10", "F5", "FAM124B", "FAM133A",
"FAM149A", "FAM151A", "FAM163A", "FAM186B", "FAM43B", "FAM66A",
"FAM71F1", "FAM9B", "FAM9C", "FBXO39", "FCER2", "FCN2", "FER1L6",
"FEV", "FFAR2", "FGB", "FGD5", "FGF8", "FGFR3", "FLG", "FLG2",
"FLRT1", "FLT4", "FMN2", "FMO1", "FOXD4L5", "FOXE3", "FOXF1",
"FOXH1", "FOXL2", "FOXQ1", "FREM1", "FREM2", "FRMD1", "FRMPD4",
"FRRS1L", "FSBP", "G6PC", "GABBR2", "GABRB2", "GABRD", "GABRR2",
"GALNT12", "GALNT13", "GALNT4", "GAP43", "GATA1", "GBP5", "GCM2",
"GDAP1L1", "GDF7", "GDNF", "GFI1", "GFRA2", "GH1", "GHRH", "GIMAP4",
"GIMAP8", "GJD4", "GLDN", "GLI2", "GLIS3-AS1", "GLP2R", "GLYAT",
"GNA14", "GNAO1", "GNAZ", "GNG3", "GNRH2", "GOLGA6A", "GP5",
"GPC5", "GPLD1", "GPM6A", "GPR132", "GPR162", "GPR171", "GPR173",
"GPR174", "GPR18", "GPR182", "GPR183", "GPR19", "GPR34", "GPR52",
"GPR61", "GPR63", "GPR83", "GPRC5D", "GRIA2", "GRID2", "GRIK1",
"GRIN3A", "GRM2", "GRM4", "GRM8", "GRPR", "GTF2A1L", "GUCA2A",
"GUCY1A2", "GYPA", "GYPE", "GZMK", "HABP2", "HAL", "HAND1", "HAND2",
"HAO2", "HAPLN1", "HAPLN4", "HAR1A", "HAR1B", "HBE1", "HBG2",
"HCK", "HCN1", "HCN2", "HCRT", "HCRTR1", "HDC", "HECW2", "HFM1",
"HHLA2", "HIGD1B", "HORMAD1", "HOXA11", "HOXA11-AS", "HOXB5",
"HOXB8", "HOXB9", "HOXD8", "HOXD9", "HPCAL4", "HPN-AS1", "HPR",
"HRH2", "HRH4", "HRNR", "HSF5", "HSPA12B", "HTR1D", "HTR1F",
"HTR2B", "HTR4", "IDO2", "IFITM5", "IFNL2", "IFNL3", "IGF2-AS",
"IGF2BP1", "IGLL1", "IGSF11", "IHH", "IL10", "IL12RB1", "IL12RB2",
"IL13", "IL18RAP", "IL19", "IL21R", "IL2RA", "IL2RB", "IL2RG",
"ILDR2", "IMPG1", "IMPG2", "INHBA-AS1", "INSL6", "INSRR", "IPCEF1",
"IRGC", "IRS4", "ISL2", "ISLR2", "ITGA8", "ITGAL", "ITGAX", "ITIH2",
"ITIH3", "ITIH6", "ITK", "KBTBD12", "KCNA2", "KCNA3", "KCNC1",
"KCNG3", "KCNH1", "KCNH2", "KCNH3", "KCNH4", "KCNH6", "KCNIP1",
"KCNJ10", "KCNJ13", "KCNJ3", "KCNJ8", "KCNJ9", "KCNK9", "KCNS1",
"KCNS2", "KCNT1", "KCNT2", "KCNV1", "KCNV2", "KCTD16", "KIAA0087",
"KIAA0408", "KIF17", "KIF18A", "KL", "KLHL30", "KLHL32", "KLHL4",
"KLHL6", "KLRK1", "KRT4", "KRTAP5-7", "KRTAP5-8", "KRTAP5-9",
"KY", "LAMP5", "LAX1", "LCN15", "LCNL1", "LDB2", "LDHAL6A", "LEFTY2",
"LGI2", "LGR5", "LHX2", "LINC00092", "LINC00304", "LINC00310",
"LINC00482", "LINC00632", "LINC00652", "LINC00671", "LINC00922",
"LINC01124", "LINC01565", "LINGO3", "LIPC", "LIPF", "LIX1", "LMAN1L",
"LPAR4", "LRRC15", "LRRC19", "LRRC25", "LRRC4B", "LRRC70", "LRRC74A",
"LRRN3", "LRRTM4", "LTK", "LY86-AS1", "LY9", "LYVE1", "MAB21L3",
"MAFA", "MAGED4", "MAGEE2", "MAL", "MAP1LC3C", "MASP2", "MBOAT4",
"MCF2", "MEF2B", "MEFV", "MEOX1", "MEOX2", "MEP1B", "MGAT3",
"MILR1", "MIMT1", "MMP21", "MMP23B", "MMP24", "MMRN1", "MPEG1",
"MPL", "MS4A10", "MSTN", "MTMR7", "MTNR1A", "MYBPH", "MYCN",
"MYCT1", "MYH15", "MYL4", "MYO18B", "MYO7B", "MYOC", "MYOT",
"MYRIP", "NCAN", "NCKAP1L", "NDST3", "NETO1", "NGF", "NKX3-2",
"NKX6-1", "NLRC3", "NME9", "NMUR1", "NOS1", "NOTUM", "NPAP1",
"NPAS4", "NPHP3-AS1", "NR1H4", "NR1I2", "NR1I3", "NR2E1", "NR2F1",
"NRG3", "NTNG1", "NTS", "NUTM1", "NUTM2A", "NXNL1", "ODF3L2",
"OGDHL", "OLFML1", "OLR1", "OMD", "ONECUT2", "OPRK1", "OR2AE1",
"OTC", "OTOF", "OTOS", "P2RY13", "P2RY14", "PACSIN1", "PAQR9",
"PARP15", "PARVG", "PAX5", "PAX6", "PCDH10", "PCDH12", "PCDH8",
"PCDHA1", "PCDHA2", "PCDHA7", "PCDHA8", "PCDHB11", "PCDHGA1",
"PCDHGA3", "PCDHGA4", "PCDHGA5", "PCDHGA9", "PCDHGB2", "PCDHGB4",
"PCDHGC5", "PDE10A", "PDE3B", "PDE7B", "PEAR1", "PFKFB1", "PGAM2",
"PGLYRP1", "PHACTR1", "PHACTR3", "PHGR1", "PIK3CG", "PIK3R5",
"PIPOX", "PKDREJ", "PKHD1L1", "PLA2G2A", "PLA2G5", "PLG", "PLK5",
"PLVAP", "PLXNA4", "PNLDC1", "PNPLA1", "PNPLA5", "PODN", "POLQ",
"POTEC", "POU3F2", "POU4F1", "PP2D1", "PPEF1", "PPP1R16B", "PREX2",
"PRND", "PROK1", "PROK2", "PRR18", "PRSS37", "PRSS53", "PSMB11",
"PSTPIP1", "PTGDR2", "PTPN5", "PTPRO", "PXDNL", "RAB40A", "RANBP3L",
"RASAL3", "RBM20", "RBP2", "RDH12", "RFTN2", "RGS22", "RGS7",
"RGS7BP", "RNF133", "RNF222", "ROBO2", "ROS1", "RP1L1", "RPL3L",
"RSPH6A", "RSPO2", "RUFY4", "RXFP1", "RXRG", "S100G", "SALL4",
"SATB2-AS1", "SCARA5", "SCARNA9", "SCGB2B2", "SCN10A", "SCN2B",
"SCN3A", "SCN7A", "SDS", "SELP", "SEMA5B", "SERPINC1", "SERPIND1",
"SFTPB", "SH2D1A", "SH2D7", "SH3GL2", "SHD", "SHE", "SHH", "SHISA7",
"SHOX", "SIGLEC1", "SIRPB2", "SIT1", "SIX2", "SLA2", "SLAMF1",
"SLAMF6", "SLC10A6", "SLC15A1", "SLC19A3", "SLC24A5", "SLC25A2",
"SLC25A31", "SLC25A47", "SLC25A48", "SLC26A5", "SLC26A9", "SLC28A1",
"SLC2A14", "SLC2A2", "SLC30A10", "SLC34A3", "SLC35F1", "SLC35F4",
"SLC36A2", "SLC38A11", "SLC4A9", "SLC51B", "SLC7A3", "SLC8A3",
"SLC9C2", "SLCO1B3", "SLCO2B1", "SLFNL1", "SMAD6", "SMTNL1",
"SNAI3", "SNAP91", "SNX20", "SOGA3", "SOWAHA", "SOX17", "SPAG17",
"SPATA22", "SPATA25", "SPEF1", "SPP2", "SRL", "SRPK3", "SRRM4",
"SSTR1", "ST6GALNAC1", "ST7-AS1", "ST7-AS2", "STAB2", "STK31",
"STMN4", "STON1-GTF2A1L", "STRA8", "SUSD5", "SV2C", "SYN3", "SYPL2",
"SYS1-DBNDD2", "SYT6", "SYTL5", "TACR1", "TAS1R3", "TAT", "TBC1D10C",
"TBR1", "TBX4", "TCF15", "TCL1B", "TCP11", "TCTE1", "TDGF1",
"TEKT5", "TENM4", "TESPA1", "TEX19", "TG", "THEM5", "THPO", "TIAF1",
"TLDC2", "TLR10", "TLR9", "TM4SF19", "TMED7-TICAM2", "TMEM100",
"TMEM132B", "TMEM132C", "TMEM132E", "TMEM150B", "TMEM190", "TMEM196",
"TMEM233", "TMEM240", "TMEM26", "TMPRSS11A", "TMPRSS6", "TMPRSS9",
"TNFAIP8L3", "TNFRSF17", "TNFSF11", "TNFSF18", "TNFSF4", "TNR",
"TREML1", "TREX2", "TRHDE", "TRPA1", "TRPC4", "TSGA10IP", "TSKS",
"TSPEAR", "TTC16", "TUBA3D", "TUBB1", "UBE2QL1", "UBE2U", "UBL4B",
"UGT3A2", "UNC5D", "UPK1B", "USH1G", "USP50", "VCX3B", "VIP",
"VN1R2", "VSTM2A", "VSTM2L", "VSTM5", "VSX2", "VWA5B2", "WDR72",
"WDR87", "WFDC1", "WFIKKN2", "WNT16", "WNT8B", "WSCD1", "WT1",
"XCL1", "XIRP1", "XKR4", "XKR7", "ZAN", "ZAP70", "ZBP1", "ZBTB32",
"ZDHHC19", "ZFP42", "ZFPM2", "ZIC1", "ZIC4", "ZIC5", "ZIM3",
"ZNF366", "ZNF541", "ZNF648", "ZNF80"), c("Basal", "Luminal progenitor",
"Luminal mature", "Adipose", "Stromal")))
cellPropsRNA<-RPCfunc(RNAseqData,Amat)
cellPropsRNA<-cellPropsRNA[c("Luminal progenitor","Luminal mature","Basal"),]
cellPropsRNA<-t(cellPropsRNA)/colSums(cellPropsRNA)
if(hasArg(DNAmeData)){
if(ncol(RNAseqData)!=ncol(DNAmeData)){
stop("Data is included in the slot for RNA-seq, but it has a different number of samples (columns) to the data in the slot for DNAme.")
}
cellProps[,"lumin.prog"]<-(cellProps[,"lumin.prog"]+cellPropsRNA[,"Luminal progenitor"])/2
cellProps[,"lumin.mat"]<-(cellProps[,"lumin.mat"]+cellPropsRNA[,"Luminal mature"])/2
cellProps[,"basal"]<-(cellProps[,"basal"]+cellPropsRNA[,"Basal"])/2
}else{
cellProps<-cellPropsRNA[,c("Luminal progenitor","Luminal mature","Basal")]
colnames(cellProps)<-c("lumin.prog", "lumin.mat", "basal")
}
rm(list="cellPropsRNA")
}
if(hierarchical){
centEpiFibFatIC<-structure(c(0.151047223, 0.089837755, 0.11029363, 0.075530074,
0.181012573, 0.148632286, 0.102398961, 0.032033718, 0.105805217,
0.11701097, 0.188664121, 0.192570267, 0.042888212, 0.183195491,
0.159538472, 0.122443175, 0.027930996, 0.166842933, 0.184664845,
0.116260617, 0.099009945, 0.135284626, 0.090349859, 0.055397153,
0.033869298, 0.070733808, 0.079183788, 0.190260723, 0.070707124,
0.037702329, 0.052116502, 0.127183568, 0.178473859, 0.052088903,
0.098661112, 0.031065457, 0.081735728, 0.89643114, 0.104509514,
0.039695412, 0.033679188, 0.111568799, 0.164722637, 0.041585986,
0.130598328, 0.131972704, 0.031824821, 0.150248773, 0.160420542,
0.096515963, 0.115236301, 0.189402174, 0.092345346, 0.151886968,
0.096214016, 0.141280232, 0.090143705, 0.030329355, 0.12847573,
0.061963659, 0.097195514, 0.088469747, 0.138296865, 0.866778846,
0.126506537, 0.154767171, 0.080744018, 0.094586092, 0.088965314,
0.061231106, 0.109189031, 0.115855236, 0.101495144, 0.038497175,
0.071048907, 0.124314922, 0.033347706, 0.07242017, 0.109392626,
0.878229412, 0.017432124, 0.138489126, 0.934595436, 0.026773181,
0.845102106, 0.069953155, 0.912989054, 0.029886512, 0.89368636,
0.155397012, 0.127069548, 0.019386274, 0.133916026, 0.895834221,
0.07084022, 0.058283262, 0.119295346, 0.061549014, 0.121303786,
0.051779463, 0.075023163, 0.082786919, 0.072395479, 0.893224155,
0.044811799, 0.141270232, 0.118739826, 0.968542378, 0.075318547,
0.927816188, 0.063468959, 0.920157115, 0.938082177, 0.909664559,
0.886190242, 0.839852101, 0.871716652, 0.936767109, 0.934093902,
0.861741816, 0.919095192, 0.886171088, 0.780639897, 0.920921081,
0.79338499, 0.89590789, 0.944511767, 0.932632897, 0.726253699,
0.128427863, 0.835475158, 0.875037865, 0.789746025, 0.871871,
0.918042585, 0.828220577, 0.789637164, 0.889841192, 0.880486638,
0.882058087, 0.86130725, 0.872818082, 0.855664344, 0.862456912,
0.87045557, 0.872575534, 0.895330995, 0.821088123, 0.874579838,
0.908027809, 0.806544204, 0.784030036, 0.882467699, 0.808823479,
0.85484323, 0.811255022, 0.878422093, 0.848756892, 0.849917882,
0.894243282, 0.893436568, 0.046587862, 0.746812336, 0.670096241,
0.822835103, 0.784207841, 0.923408614, 0.793503467, 0.919605572,
0.784698154, 0.73306237, 0.856021726, 0.857339098, 0.109319453,
0.765146359, 0.947185936, 0.775372621, 0.757156908, 0.851614533,
0.872361399, 0.10771838, 0.833798231, 0.908860414, 0.634478481,
0.883666509, 0.723600296, 0.736407601, 0.799142453, 0.779087359,
0.729894496, 0.793612529, 0.843716249, 0.856678267, 0.753451081,
0.797011495, 0.778981489, 0.803697322, 0.884158743, 0.810979558,
0.822708856, 0.781379073, 0.740971268, 0.704975286, 0.772351281,
0.187309816, 0.770525974, 0.844279925, 0.736732547, 0.136721368,
0.814673608, 0.222285401, 0.780075174, 0.945050985, 0.834821428,
0.733993255, 0.868764036, 0.803565878, 0.860719011, 0.871776295,
0.757386645, 0.93985546, 0.079780639, 0.703097787, 0.92350427,
0.755277204, 0.853708969, 0.734981712, 0.736426188, 0.855709782,
0.835848402, 0.741259235, 0.785991077, 0.151076291, 0.744706611,
0.885248934, 0.821110571, 0.765011954, 0.757947632, 0.846489368,
0.680570987, 0.098575087, 0.85265669, 0.806511501, 0.733104011,
0.789991314, 0.748373836, 0.752969756, 0.703921224, 0.171297804,
0.888355668, 0.730729774, 0.94014428, 0.759814881, 0.940962709,
0.838551418, 0.801741421, 0.846784015, 0.971827022, 0.716630273,
0.790033974, 0.739555734, 0.720650363, 0.830579827, 0.71696032,
0.703258112, 0.7766142, 0.866245563, 0.725070481, 0.745446174,
0.714792494, 0.757116867, 0.736295687, 0.875100506, 0.765991492,
0.921942208, 0.197409489, 0.773469075, 0.873795247, 0.749913292,
0.849681614, 0.019065437, 0.061622449, 0.07417555, 0.058124556,
0.046140042, 0.023039508, 0.057289724, 0.01882691, 0.069983624,
0.06975528, 0.171129821, 0.923488104, 0.879551623, 0.028138542,
0.087158764, 0.081937244, 0.111974279, 0.038368193, 0.066055519,
0.103169102, 0.020911266, 0.089777958, 0.936169602, 0.905170808,
0.057017268, 0.87686502, 0.841640046, 0.081684426, 0.88130072,
0.118612532, 0.033224757, 0.046735621, 0.062327741, 0.035914367,
0.896732701, 0.920119395, 0.961898113, 0.149228268, 0.858904061,
0.882809402, 0.114163912, 0.807525735, 0.103809442, 0.778748946,
0.918011662, 0.193204326, 0.123884273, 0.835276349, 0.106312498,
0.055233493, 0.088293979, 0.874353514, 0.720741413, 0.049111352,
0.75906562, 0.782318084, 0.092333859, 0.836661278, 0.177084992,
0.894358563, 0.913006479, 0.80063316, 0.102254621, 0.067952737,
0.87760889, 0.139975448, 0.198842458, 0.805231692, 0.098524517,
0.86832992, 0.884482169, 0.858640502, 0.111197632, 0.213035555,
0.848873014, 0.211120727, 0.739386202, 0.765386503, 0.110453739,
0.855798301, 0.846197882, 0.840294911, 0.882735716, 0.158345934,
0.23343989, 0.090710059, 0.834973704, 0.926868152, 0.061383125,
0.153634315, 0.14355699, 0.060857726, 0.958179198, 0.960217473,
0.979050624, 0.949707978, 0.961510068, 0.974079303, 0.963317302,
0.945436487, 0.948749876, 0.969251027, 0.967055378, 0.971717091,
0.963138365, 0.939334849, 0.976439897, 0.939391889, 0.969818542,
0.949106007, 0.952183113, 0.957832963, 0.959132224, 0.951668031,
0.961547644, 0.946209115, 0.96068807, 0.929998275, 0.956404457,
0.97439224, 0.959231946, 0.919343764, 0.923749816, 0.964874643,
0.961858306, 0.938191902, 0.928872106, 0.964190507, 0.944572582,
0.966245995, 0.960532068, 0.93239526, 0.966492457, 0.070157164,
0.935156616, 0.935704098, 0.938053101, 0.020283187, 0.918868413,
0.027810622, 0.943959551, 0.972803498, 0.949767623, 0.946218286,
0.898684928, 0.038739439, 0.959339961, 0.970211186, 0.971512084,
0.913745264, 0.026576755, 0.955136825, 0.951512234, 0.952353028,
0.027981553, 0.045542167, 0.02200886, 0.034890777, 0.941374444,
0.022228345, 0.075890418, 0.944606633, 0.957046635, 0.028795727,
0.947190121, 0.050899997, 0.939017164, 0.910998476, 0.033005301,
0.963585656, 0.017120525, 0.971363768, 0.028045718, 0.0501181,
0.0582625, 0.028589143, 0.945694689, 0.942965071, 0.949064254,
0.970428165, 0.024444884, 0.96812178, 0.964016664, 0.947407399,
0.955123327, 0.035733723, 0.943536434, 0.962956613, 0.032259752,
0.968057673, 0.033731525, 0.961720536, 0.012861398, 0.03895036,
0.041402122, 0.923797348, 0.913032741, 0.037300359, 0.928599561,
0.931462549, 0.038120832, 0.020779506, 0.965115604, 0.96901084,
0.955306144, 0.011819189, 0.044711223, 0.01658659, 0.0155586,
0.022978355, 0.984832164, 0.948686291, 0.873136648, 0.832330515,
0.828926572, 0.876782206, 0.876968747, 0.815007696, 0.86039397,
0.766113038, 0.762470273, 0.912567653, 0.917471261, 0.712008186,
0.970039617, 0.736436617, 0.809816069, 0.720959738, 0.762888748,
0.908346478, 0.687146038, 0.731871283, 0.747607938, 0.850469278,
0.635704543, 0.677585387, 0.645734216, 0.731939036, 0.870615591,
0.687803222, 0.645101834, 0.603056417, 0.709245469, 0.794510567,
0.962918262, 0.606826777, 0.65999376, 0.653160517, 0.397171932,
0.816739925, 0.63098021, 0.554437406, 0.560030422, 0.720263659,
0.611221245, 0.590106602, 0.640148708, 0.521969685, 0.625835459,
0.774515123, 0.540605683, 0.595793387, 0.760116176, 0.580187492,
0.597472663, 0.54986697, 0.596909904, 0.628241017, 0.487595058,
0.565505784, 0.479256275, 0.507566823, 0.56692678, 0.528146064,
0.497556484, 0.595735627, 0.528579914, 0.512986315, 0.459606288,
0.445859848, 0.429991414, 0.525264468, 0.543844645, 0.52263972,
0.442204478, 0.424031711, 0.421644054, 0.418924761, 0.381741956,
0.442591617, 0.464595064, 0.444671891, 0.561906879, 0.517020701,
0.379561619, 0.44016801, 0.483083544, 0.575753899, 0.385979097,
0.425581148, 0.474732343, 0.432520292, 0.370983931, 0.425360394,
0.504102794, 0.396094216, 0.373720033, 0.381110256, 0.507031176,
0.558368149, 0.363564163, 0.325734177, 0.510396013, 0.395090754,
0.558708689, 0.313563791, 0.425392329, 0.403394026, 0.500590405,
0.328001038, 0.62146983, 0.347077364, 0.276079939, 0.201873458,
0.188399976, 0.141494049, 0.123915591, 0.265267094, 0.225152032,
0.30398109, 0.124643165, 0.309394443, 0.230773423, 0.160943355,
0.36006539, 0.140466659, 0.205259619, 0.229072257, 0.112811519,
0.118391538, 0.703588785, 0.295560138, 0.263442869, 0.230774456,
0.302996212, 0.275300019, 0.288141571, 0.129182526, 0.213955196,
0.212688704, 0.254495196, 0.303741979, 0.238303149, 0.266162769,
0.176733506, 0.224660288, 0.24949119, 0.241973845, 0.197600498,
0.233094363, 0.224836276, 0.137252043, 0.17853397, 0.242516897,
0.260836672, 0.315236543, 0.2623056, 0.320557991, 0.151257763,
0.290419181, 0.261364307, 0.292024586, 0.813776213, 0.168386908,
0.083485492, 0.272534109, 0.061151225, 0.32039566, 0.268637564,
0.313105967, 0.143436309, 0.211780696, 0.284300519, 0.314884586,
0.693088948, 0.228897052, 0.344136855, 0.135887456, 0.205301929,
0.316715432, 0.28970224, 0.741606595, 0.098663682, 0.311897171,
0.140741117, 0.151079955, 0.204959954, 0.269304041, 0.127244868,
0.216940514, 0.14863546, 0.113121861, 0.253086235, 0.306345426,
0.230275571, 0.253402787, 0.235224066, 0.168557293, 0.322892323,
0.19519089, 0.264414979, 0.261399855, 0.128539978, 0.150358491,
0.177964056, 0.755993783, 0.286096449, 0.293581813, 0.210224226,
0.798164133, 0.278771942, 0.820648066, 0.133427194, 0.226618159,
0.237740289, 0.233839365, 0.278516869, 0.288638221, 0.210213442,
0.273100677, 0.240793755, 0.251235759, 0.856939464, 0.149589271,
0.201672558, 0.2595331, 0.332546058, 0.187490826, 0.087468365,
0.287105373, 0.265805886, 0.126704989, 0.275213793, 0.641930626,
0.086181905, 0.20472111, 0.267421705, 0.122354111, 0.228278587,
0.246984749, 0.165709786, 0.708177999, 0.196733115, 0.285537971,
0.229908089, 0.056152181, 0.213640799, 0.073196409, 0.185192628,
0.78599608, 0.279417616, 0.237701797, 0.337897466, 0.190759288,
0.314879633, 0.224081652, 0.245667634, 0.298866379, 0.302585444,
0.227600366, 0.232947379, 0.133388003, 0.243352262, 0.268776535,
0.138136188, 0.064407249, 0.245044469, 0.337289461, 0.187944818,
0.217888548, 0.205822439, 0.067057323, 0.171412837, 0.268589255,
0.060051007, 0.360944351, 0.797551722, 0.319084746, 0.240559445,
0.211378844, 0.246860476, 0.010946379, 0.043124816, 0.070097446,
0.020323158, 0.048717819, 0.042380382, 0.054737224, 0.104776632,
0.061728791, 0.053061561, 0.158306314, 0.858207474, 0.916765565,
0.034574464, 0.099837669, 0.026492433, 0.106929683, 0.034829443,
0.108043017, 0.071698891, 0.126511842, 0.124901764, 0.979801069,
0.881521828, 0.117987145, 0.789442427, 0.806158984, 0.141574213,
0.821116938, 0.047194355, 0.030612826, 0.136681741, 0.117360814,
0.134507052, 0.821089315, 0.883086157, 0.830842132, 0.17362393,
0.762560324, 0.867048079, 0.243530917, 0.896216847, 0.169260968,
0.661579255, 0.867145653, 0.165119063, 0.134439525, 0.753867535,
0.169584556, 0.295514071, 0.033703584, 0.847112729, 0.805431618,
0.21939371, 0.639709653, 0.814857424, 0.196134997, 0.850144213,
0.206216659, 0.752413867, 0.795146129, 0.725760423, 0.311244839,
0.089316044, 0.777054297, 0.161791503, 0.152265947, 0.875162313,
0.253267767, 0.759081097, 0.869279247, 0.821665259, 0.1509277,
0.399405162, 0.837037051, 0.063717321, 0.916239887, 0.803594097,
0.126007925, 0.853355036, 0.878221542, 0.883672538, 0.74454679,
0.185022775, 0.085820953, 0.338890784, 0.807424053, 0.737477904,
0.236923989, 0.332172181, 0.151357542, 0.331339789, 0.946869572,
0.956021196, 0.978270485, 0.943244004, 0.964375244, 0.97413265,
0.967893962, 0.948130925, 0.96818078, 0.967048757, 0.96995894,
0.969680347, 0.967132028, 0.945662796, 0.981842376, 0.908671777,
0.964518101, 0.915322162, 0.966863712, 0.954865309, 0.926677751,
0.957055744, 0.884905674, 0.948533699, 0.973742716, 0.948512846,
0.964678579, 0.974037233, 0.910470922, 0.957787455, 0.958740872,
0.943713694, 0.944774383, 0.891486506, 0.925588626, 0.964434519,
0.951553916, 0.928981067, 0.975011821, 0.951929188, 0.95384215,
0.042682057, 0.955718606, 0.910546961, 0.947858962, 0.020129359,
0.957765759, 0.021581976, 0.964376795, 0.97651898, 0.951583936,
0.919580246, 0.955727771, 0.046760029, 0.967945781, 0.97499328,
0.937917655, 0.906221972, 0.01158076, 0.966947928, 0.942882386,
0.954742943, 0.022187428, 0.040552422, 0.051666941, 0.019682455,
0.956937092, 0.018855313, 0.017999591, 0.912341893, 0.976236775,
0.023215695, 0.9010101, 0.040756771, 0.949303064, 0.94391606,
0.023152206, 0.946585786, 0.023377352, 0.970374425, 0.013976245,
0.016938662, 0.022770782, 0.044225954, 0.953563212, 0.955035181,
0.971165158, 0.97308415, 0.014340569, 0.974249522, 0.961441811,
0.956116099, 0.976086562, 0.015591042, 0.956716645, 0.969414523,
0.037250216, 0.948412714, 0.039707416, 0.936303109, 0.013034875,
0.039636671, 0.032951049, 0.874040281, 0.980608835, 0.042003236,
0.974318723, 0.950558976, 0.024267614, 0.015590404, 0.962413388,
0.963585705, 0.978359718, 0.012607205, 0.016016835, 0.01585706,
0.010922167, 0.023692667, 0.98481204, 0.9906655, 0.988547299,
0.826204267, 0.929593373, 0.96601275, 0.968763618, 0.933672314,
0.732972328, 0.840922873, 0.71975125, 0.757502519, 0.981268409,
0.8459928, 0.987866318, 0.82510525, 0.981329718, 0.759698997,
0.987748243, 0.974864079, 0.891515642, 0.839325267, 0.960714763,
0.946366066, 0.7780238, 0.889246554, 0.595222923, 0.815299715,
0.631082293, 0.558275123, 0.954558013, 0.913257023, 0.760580054,
0.701088161, 0.450120373, 0.593574641, 0.749086012, 0.85595148,
0.112030055, 0.974636245, 0.479743, 0.985982649, 0.800777256,
0.669516001, 0.435088441, 0.900226062, 0.629091724, 0.722343002,
0.987677285, 0.45017295, 0.825113388, 0.541720121, 0.894625424,
0.607195006, 0.95426925, 0.949381536, 0.886971888, 0.5489208,
0.734068317, 0.785281486, 0.967206977, 0.661534949, 0.607095306,
0.671084394, 0.41727265, 0.48163415, 0.974737634, 0.651244874,
0.955596463, 0.904545028, 0.657297985, 0.917640799, 0.424153133,
0.521044923, 0.575795674, 0.884983761, 0.926178165, 0.825640058,
0.797757399, 0.957544121, 0.641147978, 0.792827924, 0.978592665,
0.777491718, 0.706537766, 0.223522571, 0.639775537, 0.19723145,
0.7294627, 0.77075273, 0.711892319, 0.907235856, 0.975864968,
0.961005948, 0.720443357, 0.706726641, 0.5168677, 0.839818278,
0.340286514, 0.580947854, 0.56409595, 0.965488179, 0.642127231,
0.511848044, 0.5474062, 0.608347811, 0.581773689, 0.972919794,
0.108317937, 0.78330611, 0.6346099, 0.658248943, 0.919148574,
0.789876826, 0.785388227, 0.832167724, 0.8059537, 0.952697316,
0.861291446, 0.915269911, 0.923494268, 0.968282277, 0.680556,
0.772535377, 0.962466824, 0.829171188, 0.744782614, 0.58965815,
0.855967139, 0.835039921, 0.203986421, 0.959755676, 0.70513585,
0.909849554, 0.876229065, 0.911686159, 0.8912429, 0.751937889,
0.935740625, 0.86491437, 0.843001143, 0.856783691, 0.754546667,
0.946540648, 0.6231576, 0.928916872, 0.840083448, 0.9557852,
0.570382073, 0.619925241, 0.988883823, 0.727358658, 0.762563559,
0.639367661, 0.920728436, 0.923137789, 0.824532371, 0.968559413,
0.882998322, 0.947890516, 0.777571, 0.922802618, 0.586576283,
0.77958788, 0.588106505, 0.93007635, 0.490119925, 0.947925103,
0.929595951, 0.594929336, 0.542945485, 0.738265507, 0.927409541,
0.927799171, 0.277110742, 0.902853877, 0.935284593, 0.707312699,
0.801392828, 0.922073483, 0.69225175, 0.14466751, 0.542204707,
0.65659495, 0.585564133, 0.514192496, 0.928055419, 0.807900206,
0.585195705, 0.917829563, 0.442017438, 0.697968329, 0.9438332,
0.968404752, 0.815176429, 0.839943041, 0.747688915, 0.55111505,
0.961571831, 0.878814357, 0.957668036, 0.819209357, 0.919582881,
0.819228452, 0.984988114, 0.144800915, 0.81511623, 0.89577503,
0.929708058, 0.27599085, 0.800474872, 0.34456525, 0.742532368,
0.963104143, 0.681464522, 0.860703297, 0.739558467, 0.718598357,
0.900884455, 0.9561407, 0.821145194, 0.946874714, 0.652179859,
0.682556876, 0.610851442, 0.884848361, 0.84432802, 0.54031448,
0.749534227, 0.741522298, 0.89908015, 0.627699931, 0.90633807,
0.272547589, 0.867953243, 0.954976487, 0.790424294, 0.474551472,
0.759545557, 0.611519466, 0.764465812, 0.454090721, 0.538948162,
0.94199974, 0.890309786, 0.4885783, 0.954886066, 0.606493587,
0.726176454, 0.51221075, 0.727131995, 0.865849888, 0.885665146,
0.639604718, 0.816491272, 0.83747822, 0.914858239, 0.746093498,
0.969943245, 0.887032903, 0.557613307, 0.555447156, 0.749462386,
0.733036026, 0.630696606, 0.486851226, 0.710702068, 0.703298315,
0.694392813, 0.816390461, 0.724601032, 0.63126563, 0.627522523,
0.679500009, 0.567695188, 0.937207745, 0.262795582, 0.903194345,
0.771705721, 0.845101395, 0.952252865, 0.581800255, 0.662548018,
0.65198645, 0.798857511, 0.597689854, 0.590900384, 0.645554063,
0.657623079, 0.608877297, 0.651663317, 0.804025517, 0.334945235,
0.343480626, 0.692075378, 0.769960912, 0.720045991, 0.609935216,
0.647692613, 0.59200785, 0.588178241, 0.649895091, 0.646209407,
0.299064378, 0.386414658, 0.613491541, 0.3492712, 0.2902123,
0.698470161, 0.396868062, 0.575896205, 0.731804765, 0.577795397,
0.62087345, 0.680739493, 0.374213653, 0.42258145, 0.4207807,
0.836197393, 0.350439439, 0.301073681, 0.78182296, 0.047357389,
0.69778045, 0.1514429, 0.384517674, 0.76519279, 0.732869216,
4.02e-22, 0.78327945, 0.787648614, 0.868261829, 0.40504426, 0.124058008,
0.672612054, 0.153681341, 0.310058283, 0.72802035, 0.32228951,
0.71128145, 0.390206497, 0.37262925, 0.286555499, 0.80410899,
0.789251226, 0.397132121, 0.726743278, 0.62114481, 0.402607556,
0.632675024, 0.362556026, 0.350655552, 0.266910054, 0.698084596,
0.753687295, 0.37014615, 0.740281484, 0.331769725, 0.36278315,
0.598069364, 0.4369977, 0.280473524, 0.399428677, 0.311312103,
0.591990432, 0.634748965, 0.703685111, 0.295287347, 0.385652348,
0.648549353, 0.754860618, 0.705409617, 0.575300312, 0.89739199,
0.927329504, 0.898054003, 0.9148981, 0.890618215, 0.867330505,
0.888658012, 0.861469468, 0.891886564, 0.867548711, 0.90655501,
0.8764593, 0.863794791, 0.856767703, 0.851187956, 0.83728639,
0.836913162, 0.819447094, 0.884612128, 0.8359287, 0.845926702,
0.822776898, 0.896813675, 0.814615909, 0.851326294, 0.804186469,
0.83525125, 0.8216096, 0.911328963, 0.88023625, 0.839840534,
0.878480319, 0.784318161, 0.894311234, 0.899196034, 0.775313895,
0.768603094, 0.790647234, 0.79852625, 0.756315983, 0.83781999,
0.182534, 0.787065505, 0.851005784, 0.911702796, 0.19898445,
0.774147167, 0.23634045, 0.86141009, 0.7572768, 0.752106005,
0.809816363, 0.864863379, 0.257774891, 0.734181561, 0.85772691,
0.74400304, 0.877410934, 0.257870794, 0.7086545, 0.7906007, 0.710287411,
0.2833197, 0.288404226, 0.203582554, 0.281692945, 0.848908588,
0.290831118, 0.202544781, 0.753689154, 0.703233812, 0.276120822,
0.759224064, 0.306733719, 0.795044972, 0.787354478, 0.238341034,
0.865509398, 0.284000405, 0.91151239, 0.292451697, 0.250549261,
0.255496364, 0.31494345, 0.686885602, 0.67356315, 0.675972341,
0.79497629, 0.32938279, 0.65543255, 0.647911383, 0.65410199,
0.667764952, 0.230503855, 0.79228499, 0.62902395, 0.3634926,
0.63073745, 0.36336337, 0.62718065, 0.353954869, 0.353561741,
0.387847251, 0.902230216, 0.917978047, 0.4069772, 0.858597317,
0.855981762, 0.380025187, 0.371527541, 0.584216254, 0.889599623,
0.653966475, 0.4212277, 0.428335469, 0.4753389, 0.467113649,
0.52589325, 0.6615219, 0.943486431, 0.985019518, 0.926220258,
0.991588747, 0.947982229, 0.966934335, 0.93482775, 0.910098819,
0.941421924, 0.95975624, 0.981678746, 0.977425054, 0.939461315,
0.971512751, 0.962240723, 0.953228774, 0.951224957, 0.983424421,
0.948593211, 0.894823893, 0.897910518, 0.940232784, 0.892134493,
0.927321754, 0.98529264, 0.964974877, 0.979112253, 0.96647179,
0.948074902, 0.933591728, 0.935742178, 0.939140042, 0.968928659,
0.839784188, 0.914991123, 0.837810247, 0.917565778, 0.072134733,
0.856257844, 0.863996798, 0.927947429, 0.938847277, 0.957886608,
0.97858432, 0.962881019, 0.940636077, 0.961722574, 0.966085067,
0.983069674, 0.92976781, 0.926587598, 0.987453094, 0.958326473,
0.974465272, 0.921465257, 0.952667316, 0.96448185, 0.851240255,
0.950833994, 0.904997926, 0.972925976, 0.93075608, 0.973932171,
0.037108217, 0.984178808, 0.959232863, 0.906863555, 0.970224084,
0.968123794, 0.932093361, 0.937331656, 0.96945983, 0.937274314,
0.878314063, 0.951060306, 0.948002738, 0.936103958, 0.934138213,
0.951534191, 0.009400376, 0.825158881, 0.976425323, 0.063350906,
0.923229917, 0.009792309, 0.91916741, 0.061713014, 0.85405516,
0.009069317, 0.983893802, 0.947366337, 0.983819218, 0.980741978,
0.008722704, 0.902006653, 0.924460438, 0.964062677, 0.9014201,
0.981869911, 0.876427727, 0.975714936, 0.906444752, 0.964898163,
0.026085361, 0.898978985, 0.975689193, 0.956761555, 0.139497655,
0.931592253, 0.077919075, 0.970535367, 0.960994994, 0.964077523,
0.955397442, 0.94542366, 0.931067815, 0.953153145, 0.922300493,
0.979251256, 0.98335327, 0.977739739, 0.978602427, 0.883112211,
0.981812896, 0.951532021, 0.984139208, 0.967210383, 0.923332891,
0.879074568, 0.080175369, 0.972461649, 0.970398021, 0.932859758,
0.918482385, 0.968739651, 0.934192394, 0.900195984, 0.942228485,
0.935783512, 0.979952912, 0.938670244, 0.957445728, 0.957544575,
0.954864163, 0.873465879, 0.972307358, 0.96416101, 0.904178145,
0.947851944, 0.896329967, 0.958291538, 0.846269088, 0.955878171,
0.934402312, 0.94584919, 0.884326464, 0.952452387, 0.922709841,
0.945614855, 0.949041158, 0.920904385, 0.025509232, 0.843630812,
0.783006181, 0.89196376, 0.887514273, 0.974092501, 0.908395146,
0.983157534, 0.824916214, 0.883952947, 0.921595941, 0.978868414,
0.030558202, 0.910321376, 0.978378103, 0.927792203, 0.910736262,
0.984098437, 0.924263506, 0.065613402, 0.971217032, 0.95666501,
0.772619073, 0.896237056, 0.885942454, 0.926114775, 0.935520834,
0.907878286, 0.865070978, 0.898617319, 0.935255494, 0.97479876,
0.932042521, 0.869261489, 0.906482481, 0.888745979, 0.968754434,
0.964827315, 0.877925294, 0.911855862, 0.848172508, 0.851601926,
0.910692119, 0.024946205, 0.963420514, 0.981494546, 0.89293342,
0.047769376, 0.931525883, 0.068218718, 0.960510797, 0.934965877,
0.968299923, 0.906291515, 0.92795871, 0.962801625, 0.894354413,
0.941235069, 0.887764314, 0.908277218, 0.042246061, 0.822920193,
0.917935472, 0.901586368, 0.973052197, 0.819149461, 0.881330538,
0.978069186, 0.9594548, 0.8683631, 0.902626291, 0.00637933, 0.924311803,
0.986354326, 0.89365247, 0.798650295, 0.899954387, 0.958751063,
0.877436472, 0.071800875, 0.868913862, 0.923621821, 0.906900786,
0.983994221, 0.866634221, 0.817898561, 0.834855508, 0.043182903,
0.975736006, 0.922392731, 0.986143646, 0.888423714, 0.978197606,
0.983122167, 0.882215493, 0.948996272, 0.98476845, 0.916519776,
0.888930224, 0.871576677, 0.891891426, 0.949834786, 0.965019743,
0.828466239, 0.906003662, 0.992111423, 0.923553197, 0.917157857,
0.890394788, 0.983423822, 0.874882033, 0.960561361, 0.959073192,
0.985939823, 0.079517207, 0.95944326, 0.965999455, 0.884702822,
0.958409491, 0.010635723, 0.022930739, 0.094257794, 0.020169566,
0.025777777, 0.040732891, 0.004449123, 0.008595924, 0.034249715,
0.010177326, 0.10748841, 0.944461113, 0.901261364, 0.077216944,
0.018679583, 0.01815432, 0.0785802, 0.059563554, 0.066031125,
0.078012484, 0.009614108, 0.065876445, 0.977109679, 0.951916849,
0.016110322, 0.930949952, 0.81833966, 0.022825792, 0.912180087,
0.028946999, 0.091087879, 0.002943527, 0.019508219, 0.063635315,
0.94721329, 0.980926136, 0.975837685, 0.002793962, 0.953329548,
0.98824252, 0.041568556, 0.933737292, 0.050465574, 0.864514258,
0.898026607, 0.121981548, 0.014183129, 0.93863656, 0.039474538,
0.057780566, 0.096074062, 0.935891674, 0.843510188, 0.010095913,
0.822108409, 0.975453981, 0.020273309, 0.97767701, 0.110108845,
0.957845322, 0.988779469, 0.935335945, 0.065492793, 0.127398939,
0.95518923, 0.021935617, 0.027209573, 0.962355782, 0.067356775,
0.954223797, 0.986209409, 0.785278063, 0.074329162, 0.205589173,
0.910366533, 0.010727115, 0.95607964, 0.898634273, 0.040829592,
0.985464685, 0.923244642, 0.968225961, 0.950911353, 0.060825445,
0.027441647, 0.017462029, 0.955578599, 0.984035872, 0.102375687,
0.083559065, 0.011681022, 0.036667858, 0.008772245, 0.001756993,
0.006030438, 0.010966574, 0.015143692, 0.006219681, 0.017058578,
0.007531701, 0.011866671, 0.00803112, 0.048421384, 0.007465883,
0.010799274, 0.007974147, 0.006086343, 0.013964861, 0.006655575,
0.006331689, 0.049297667, 0.041482737, 0.017946718, 0.005548757,
0.001054045, 0.002484192, 0.00341819, 0.018577634, 0.026113717,
0.035216422, 0.011949573, 0.023622957, 0.013590233, 0.024625389,
0.005563889, 0.007027964, 0.014483279, 0.006729036, 0.010467894,
0.025035306, 0.041322996, 0.016773007, 0.015143805, 0.981311119,
0.016671377, 0.017691458, 0.012251883, 0.954855654, 0.014242284,
0.980546725, 0.023123958, 0.026155577, 0.013789827, 0.016827914,
0.004997361, 0.984623445, 0.017623423, 0.03245218, 0.009041618,
0.003492494, 0.983839973, 0.010137021, 0.028314043, 0.028293349,
0.979672006, 0.97820192, 0.961549651, 0.97367672, 0.031070624,
0.976776952, 0.989366245, 0.000374606, 0.010778734, 0.954590956,
0.010189237, 0.975604451, 0.026826081, 0.004863047, 0.954699374,
0.04209663, 0.958366359, 0.034106381, 0.956282824, 0.961172649,
0.975628343, 0.985583638, 0.009931431, 0.010040103, 0.016140612,
0.04078868, 0.977185112, 0.005418776, 0.008526454, 0.004287715,
0.016120624, 0.952423763, 0.021852872, 0.008432033, 0.981563604,
0.018267667, 0.976813796, 0.018049476, 0.973891041, 0.978187876,
0.981724242, 0.00230921, 0.022483941, 0.983271344, 0.021884231,
0.030359467, 0.973850336, 0.957211433, 0.016187929, 0.048022755,
0.028450744, 0.967716594, 0.98563926, 0.984393223, 0.969074906,
0.97510384, 0.052472041), .Dim = c(491L, 4L), .Dimnames = list(
c("cg24771152", "cg06631999", "cg13471735", "cg23080355",
"cg16402006", "cg02870676", "cg02524834", "cg08942527", "cg04906886",
"cg26047066", "cg01607932", "cg14116056", "cg01009920", "cg21121082",
"cg25001102", "cg00927503", "cg02272851", "cg10090591", "cg17868893",
"cg03467706", "cg03198203", "cg18580385", "cg02697979", "cg06398242",
"cg24937735", "cg14029912", "cg02404377", "cg18718469", "cg18563987",
"cg05416753", "cg24770408", "cg14394171", "cg26869615", "cg14195992",
"cg26479028", "cg00264419", "cg06227406", "cg16959787", "cg08942191",
"cg00944421", "cg16365424", "cg21340733", "cg05052271", "cg21647035",
"cg09493621", "cg20761840", "cg08670693", "cg26552650", "cg01089914",
"cg20772593", "cg15718528", "cg15569292", "cg20949700", "cg09680131",
"cg12885484", "cg22055891", "cg10317717", "cg18195165", "cg26874999",
"cg22950831", "cg20685233", "cg19653282", "cg07959609", "cg19797087",
"cg16775752", "cg07373212", "cg21807944", "cg23920016", "cg16167060",
"cg22159939", "cg23342625", "cg10290679", "cg25407528", "cg14247287",
"cg05264377", "cg13714378", "cg21576187", "cg17272838", "cg13393327",
"cg26203383", "cg11820833", "cg13370010", "cg17454283", "cg25655489",
"cg21130374", "cg00869330", "cg24028634", "cg25037165", "cg03840259",
"cg21332304", "cg05174942", "cg08804626", "cg02223135", "cg22436753",
"cg26049390", "cg22391718", "cg14420953", "cg25587431", "cg09398856",
"cg09615821", "cg05856951", "cg21475610", "cg09302031", "cg06800235",
"cg21733927", "cg01035931", "cg12523691", "cg05257202", "cg17344099",
"cg03573679", "cg04751032", "cg19230787", "cg06804334", "cg17261096",
"cg10293282", "cg10012393", "cg09153659", "cg12190306", "cg19007570",
"cg08480996", "cg26683636", "cg01736164", "cg27040696", "cg11661265",
"cg06224766", "cg14660163", "cg04256248", "cg10134425", "cg15275965",
"cg25621182", "cg01952742", "cg19119942", "cg08167560", "cg24851600",
"cg01604468", "cg01292175", "cg06120359", "cg20679448", "cg21346679",
"cg18167466", "cg14740976", "cg25540854", "cg15805337", "cg19795556",
"cg00136968", "cg25920191", "cg09467675", "cg17262755", "cg09968147",
"cg13445249", "cg21474774", "cg24838237", "cg06585804", "cg01947943",
"cg14153740", "cg26010655", "cg17280723", "cg27131703", "cg24650913",
"cg03249131", "cg06795722", "cg03373714", "cg04914574", "cg13903282",
"cg01329509", "cg02060919", "cg11389618", "cg02133070", "cg14552882",
"cg16703420", "cg17810360", "cg18737349", "cg04313733", "cg18351406",
"cg24627789", "cg21472050", "cg24940096", "cg16717546", "cg20945212",
"cg10294853", "cg19192280", "cg10148419", "cg16360831", "cg16340136",
"cg11518826", "cg11229267", "cg01201932", "cg04398893", "cg09006039",
"cg15742515", "cg09304624", "cg03225502", "cg17764838", "cg24657419",
"cg02154084", "cg24919476", "cg18867781", "cg03873264", "cg17751550",
"cg19092343", "cg25311507", "cg19088503", "cg04913974", "cg11779299",
"cg10386298", "cg20565833", "cg04940695", "cg27135989", "cg14531663",
"cg26445785", "cg24436715", "cg21044434", "cg18084999", "cg26308042",
"cg11662745", "cg13442709", "cg05700616", "cg12845215", "cg03879386",
"cg12387464", "cg22102078", "cg19034132", "cg12994591", "cg20677267",
"cg03726785", "cg18530920", "cg23411036", "cg20573218", "cg21143224",
"cg00081799", "cg06520081", "cg14184077", "cg06958537", "cg10938393",
"cg07351758", "cg03742629", "cg00295325", "cg10076958", "cg02312706",
"cg22998873", "cg23217025", "cg05415931", "cg23831864", "cg26442740",
"cg19923393", "cg18480946", "cg26220985", "cg14744743", "cg00764796",
"cg05701478", "cg00979178", "cg25942572", "cg22538355", "cg16363708",
"cg07466560", "cg09169764", "cg04540711", "cg11515115", "cg03271520",
"cg15503018", "cg13729285", "cg20390015", "cg02294420", "cg17160666",
"cg08814536", "cg11061774", "cg04138378", "cg18798446", "cg23943495",
"cg12448298", "cg11382687", "cg13625388", "cg14186944", "cg21451309",
"cg12332558", "cg25140419", "cg01733284", "cg24727339", "cg13852116",
"cg03113045", "cg06936290", "cg23662097", "cg04786142", "cg26579713",
"cg05973398", "cg13414270", "cg00041401", "cg03003434", "cg27640794",
"cg14385738", "cg22261694", "cg01190109", "cg06659209", "cg09853702",
"cg13309012", "cg25592413", "cg13242558", "cg08443563", "cg16640865",
"cg07996838", "cg03663556", "cg09784934", "cg06636485", "cg05902503",
"cg11854392", "cg08368520", "cg21786786", "cg09248694", "cg12744447",
"cg13544946", "cg13327911", "cg25388800", "cg20935363", "cg03731202",
"cg18935743", "cg14858786", "cg22117968", "cg00916635", "cg00238510",
"cg09869811", "cg10728351", "cg25188166", "cg18944451", "cg22335802",
"cg12379452", "cg26821745", "cg24900563", "cg20144066", "cg25916282",
"cg12656085", "cg23052776", "cg20594841", "cg14597862", "cg03518729",
"cg08626131", "cg10781087", "cg13180315", "cg19244380", "cg06390651",
"cg05737153", "cg02286008", "cg06718369", "cg21308365", "cg16163382",
"cg02555579", "cg15242225", "cg04221117", "cg12819548", "cg17113029",
"cg22539670", "cg23195763", "cg18634175", "cg25766247", "cg06225634",
"cg25639095", "cg06633978", "cg22319016", "cg13435834", "cg15697160",
"cg07249433", "cg09401639", "cg20017683", "cg01535312", "cg14940165",
"cg09015246", "cg14640149", "cg24485696", "cg04268405", "cg17799287",
"cg13427361", "cg10255237", "cg12057190", "cg19252956", "cg26112797",
"cg16509569", "cg07137244", "cg00037681", "cg11802899", "cg12192582",
"cg10530767", "cg23966363", "cg15159247", "cg10590292", "cg25574765",
"cg23612220", "cg01903374", "cg05596756", "cg09153080", "cg07380416",
"cg09638208", "cg18384097", "cg14556909", "cg11804789", "cg15046675",
"cg00240653", "cg27641239", "cg21376733", "cg01631215", "cg26232412",
"cg08075204", "cg07354583", "cg13399952", "cg00166343", "cg03028216",
"cg25765104", "cg11733245", "cg22687244", "cg18555277", "cg02597698",
"cg00702417", "cg10673833", "cg06380123", "cg26215003", "cg13496041",
"cg06064964", "cg16117781", "cg04785083", "cg14845962", "cg03519577",
"cg05258935", "cg07860918", "cg24749672", "cg25913612", "cg05608541",
"cg01382502", "cg12116027", "cg18621299", "cg04441857", "cg09354037",
"cg14106719", "cg25588348", "cg25666403", "cg02237342", "cg27482619",
"cg08846870", "cg19645616", "cg10257110", "cg22961212", "cg11166893",
"cg08640619", "cg14313184", "cg03436397", "cg16890093", "cg19853565",
"cg02794695", "cg18918390", "cg18908499", "cg21188037", "cg09030187",
"cg18091964", "cg05494668", "cg02522196", "cg08846079", "cg08616663",
"cg12431891", "cg08101036", "cg04960065", "cg06787669", "cg09735908",
"cg23013029", "cg01062942", "cg02026204", "cg17936488", "cg08251901",
"cg11748354", "cg19984911", "cg26598899", "cg17518965", "cg00921266",
"cg20695297", "cg18982286", "cg27215100", "cg13493526", "cg22980156",
"cg20944964", "cg03190513", "cg14083015", "cg22216196", "cg26357596",
"cg16555504", "cg15314855", "cg14818277", "cg24459792", "cg26118759",
"cg08767044", "cg03331514", "cg06267617", "cg16622899", "cg04869379",
"cg24002183", "cg24301930"), c("Epi", "Fib", "Fat", "IC")))
tempProps<-t(RPCfunc(DNAmeData,centEpiFibFatIC))
cellProps<-cbind(cellProps*tempProps[,"Epi"],tempProps[,colnames(tempProps)!="Epi"])
rm(list="tempProps")
}
return(cellProps)
}
tombartlett/BreastEpithelialSubtypes documentation built on July 8, 2022, 8:11 a.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Defines functions BreastEpithelialSubtypes
Documented in BreastEpithelialSubtypes
BreastEpithelialSubtypes<-function(DNAmeData,RNAseqData,hierarchical=T){
if((!hasArg(DNAmeData))&(!hasArg(RNAseqData))){stop("Neither DNAme nor RNA-seq data were input.")}
CRANpackages<-c("MASS")
for(iP in 1:length(CRANpackages)){
tempPackage<-CRANpackages[iP]
pckg = try(require(tempPackage,character.only=T))
if(!pckg){
print(paste0("Installing '",tempPackage,"' from CRAN"))
install.packages(tempPackage,repos="http://cran.r-project.org")
require(tempPackage,character.only=T)
}
}
RPCfunc<-function(tempX,tempA){;#X=AW'+e
adj<-1e-15
commonFeat<-intersect(rownames(tempX),rownames(tempA))
tempX<-tempX[commonFeat,]
tempA<-tempA[commonFeat,]
tempW<-apply(tempX,2,function(tempData){
tempProps<-as.vector(summary(rlm(tempData~tempA,maxit=100))[["coefficients"]][-1,1])
tempProps[tempProps<abs(min(tempProps))]<-adj;#symmetric noise floor
tempProps<-tempProps/sum(tempProps)
return(tempProps)
})
rownames(tempW)<-colnames(tempA)
colnames(tempW)<-colnames(tempX)
return(tempW)
}
if(hasArg(DNAmeData)){
centLumnBasl<-structure(c(0.950819672131147, 0.934782608695652, 0.880952380952381,
1, 0.886792452830189, 0.9, 0.907284768211921, 0.969387755102041,
0.951612903225806, 0.944444444444444, 0.939393939393939, 0.761904761904762,
1, 0.837837837837838, 0.916666666666667, 1, 0.947368421052632,
0.936170212765957, 0.875, 0.761904761904762, 0.890625, 0.915254237288136,
0.16, 0.166666666666667, 0.222222222222222, 0.0666666666666667,
0.413793103448276, 0.193548387096774, 0.363636363636364, 0.0238095238095238,
0.325, 0, 0.0909090909090909, 0.0606060606060606, 0.285714285714286,
0.19047619047619, 0.269230769230769, 0.106382978723404, 0.0980392156862745,
0.242424242424242, 0.88, 0.75, 0.0689655172413793, 0.928571428571429,
0.121212121212121, 0.811320754716981, 0.970588235294118, 0.956521739130435,
0.037037037037037, 0.769230769230769, 0.96, 0.861111111111111,
0.5, 0, 0.482758620689655, 0.416666666666667, 0.946902654867257,
0.956521739130435, 0.0862068965517241, 0.181818181818182, 0.111111111111111,
0.222222222222222, 0.137931034482759, 0.153846153846154, 0.184210526315789,
0.0689655172413793, 0.25, 0.0813953488372093, 0.104166666666667,
0, 0.178571428571429, 0.125, 0.216216216216216, 0.0952380952380952,
0.114285714285714, 0.133333333333333, 0.111111111111111, 0.0416666666666667,
0.111111111111111, 0.156862745098039, 0.72, 0.846153846153846,
0.704545454545455, 0.810810810810811, 0.90625, 0.661016949152542,
0.951219512195122, 0.512820512820513, 0.974358974358974, 0.772727272727273,
0.91304347826087, 0.714285714285714, 0.84, 0.92, 0.833333333333333,
0.827586206896552, 0.925, 0.941176470588235, 0.836734693877551,
0.555555555555556, 0.0416666666666667, 0.972222222222222, 0.606060606060606,
0.605263157894737, 0.96551724137931, 0.954545454545455, 0.128205128205128,
0.666666666666667, 0.939393939393939, 0.67741935483871, 1, 0.810810810810811,
0.934426229508197, 0.767123287671233, 0.953488372093023, 0.92,
0.962025316455696, 0.962264150943396, 0.892156862745098, 1, 0.953846153846154,
0.857142857142857, 0.960199004975124, 0.970588235294118, 1, 0.966386554621849,
0.91304347826087, 0.979166666666667, 0.98, 0.96875, 0.976744186046512,
0.956521739130435, 1, 0.925925925925926, 0.909090909090909, 0.966666666666667,
0.94, 0.901234567901235, 0.689655172413793, 0.936507936507937,
0.94, 0.7, 0.970588235294118, 0.702702702702703, 0.844444444444444,
0.962264150943396, 0.952380952380952, 1, 1, 0.869047619047619,
0.875, 0.926829268292683, 0.774193548387097, 0.871428571428571,
0.914893617021277, 0.909090909090909, 0.463414634146341, 0.307692307692308,
0.275, 0.35, 0.382352941176471, 0.227272727272727, 0.357142857142857,
0.391304347826087, 0.354838709677419, 0.224489795918367, 0.439024390243902,
0.461538461538462, 0.214285714285714, 0.2, 0.186046511627907,
0.191666666666667, 0.254385964912281, 0.434782608695652), .Dim = c(58L,
3L), .Dimnames = list(c("cg00318877", "cg02776119", "cg05686467",
"cg06058699", "cg06525193", "cg06681656", "cg07703701", "cg11180129",
"cg13312976", "cg13983849", "cg13985135", "cg15084470", "cg16252122",
"cg16377367", "cg18393905", "cg19241089", "cg19712745", "cg19793807",
"cg20996887", "cg22146642", "cg23501468", "cg23934819", "cg04960880",
"cg07850274", "cg10716760", "cg11259254", "cg12510203", "cg14453449",
"cg14968388", "cg16129213", "cg17375269", "cg19517912", "cg19857361",
"cg20103263", "cg23741159", "cg24644113", "cg24828322", "cg24894318",
"cg25345805", "cg26576172", "cg00656991", "cg01613725", "cg02389634",
"cg03074579", "cg06517794", "cg08678429", "cg09433558", "cg11116035",
"cg12555369", "cg13217184", "cg13713148", "cg20626840", "cg20834587",
"cg21250061", "cg21579982", "cg22172309", "cg24326223", "cg24688636"
), c("lumin.prog", "lumin.mat", "basal")))
cellProps<-t(RPCfunc(DNAmeData,centLumnBasl))
}else{
hierarchical<-F
}
if(hasArg(RNAseqData)){
Amat<-structure(c(0.99440699392837, 0.995851848640202, 0.99440699392837,
0.994888612165648, 0.99440699392837, 0.994728072753222, 0.99440699392837,
0.9946696172472, 0.994728072753222, 0.994413335705369, 0.995089950142127,
0.995635776873875, 0.994567533340796, 0.994567533340796, 0.994569039357138,
0.995049151578073, 0.99719334869268, 0.997768133565573, 0.99440699392837,
0.99440699392837, 0.994728072753222, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.994567533340796,
0.994567533340796, 0.995049151578073, 0.994888612165648, 0.994567533340796,
0.994728072753222, 0.994567533340796, 0.99440699392837, 0.997896645870613,
0.994567533340796, 0.994577057527443, 0.995806684065398, 0.99440699392837,
0.99440699392837, 0.994567533340796, 0.99440699392837, 0.994741771621229,
0.996865164065887, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.994567533340796, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.995697337832849, 0.99476086088273,
0.99440699392837, 0.994567533340796, 0.995212185360648, 0.99440699392837,
0.99440699392837, 1.00291558278694, 0.995429637319469, 0.995282611617745,
0.99440699392837, 0.994567533340796, 0.99440699392837, 0.994567533340796,
0.994960822236965, 0.994728072753222, 0.99440699392837, 0.99440699392837,
0.994567533340796, 0.99440699392837, 0.99440699392837, 0.99480761557646,
0.99440699392837, 0.994888612165648, 0.99440699392837, 0.994567533340796,
0.994567533340796, 0.994897221347762, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.995236006038023,
0.99440699392837, 0.99440699392837, 0.994567533340796, 0.996494006289905,
0.99440699392837, 0.99440699392837, 0.994598960741417, 0.994567533340796,
0.995370230402925, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.994728072753222, 0.994888612165648,
0.99440699392837, 0.996172927465054, 1.0281818295427, 0.995131276284451,
0.995724117553816, 0.994728072753222, 0.99440699392837, 0.995209690990499,
0.99440699392837, 0.995691309227776, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.994728072753222, 0.994888612165648, 0.995234426201197,
0.994567533340796, 0.99440699392837, 0.994567533340796, 0.994567533340796,
1.00008332647732, 0.994888612165648, 0.994728072753222, 0.996262046525164,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.994728072753222, 0.994567533340796, 0.994567533340796,
0.994637711585771, 0.99440699392837, 0.99440699392837, 0.994728072753222,
0.99588361378115, 0.99440699392837, 0.995179062239618, 0.994567533340796,
0.995209690990499, 0.995209690990499, 0.99440699392837, 0.99440699392837,
0.994567533340796, 0.994567533340796, 0.99440699392837, 0.99440699392837,
0.994888612165648, 0.995475812812339, 0.995014167173288, 0.994874826822736,
0.994567533340796, 0.994567533340796, 0.995061130895771, 0.994567533340796,
0.994888612165648, 0.99440699392837, 0.995691309227776, 0.994567533340796,
0.99440699392837, 0.994567533340796, 0.994561480249103, 0.995061255641383,
0.99440699392837, 0.996333466877479, 0.99440699392837, 0.99440699392837,
0.994567533340796, 0.994567533340796, 0.994567533340796, 0.994728072753222,
0.994728072753222, 0.99440699392837, 0.99440699392837, 0.995370760581987,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.994849713845758,
0.994456983150309, 0.994567533340796, 0.99440699392837, 0.994567533340796,
0.99440699392837, 0.994728072753222, 0.99440699392837, 0.995448948309686,
0.994567533340796, 0.994567533340796, 0.99440699392837, 0.994728072753222,
0.994670566149705, 0.994567533340796, 0.99440699392837, 0.995991202456878,
0.994567533340796, 0.99440699392837, 0.99440699392837, 0.994567533340796,
0.99440699392837, 0.994728072753222, 0.997296703352034, 0.994567533340796,
0.99440699392837, 0.99440699392837, 0.994728072753222, 0.995191003328053,
0.994792018814378, 0.997154453891041, 0.996012335860927, 0.99440699392837,
0.995371609887313, 0.99440699392837, 0.99440699392837, 0.994567533340796,
0.994808697362154, 0.995956318942199, 0.994567533340796, 0.99440699392837,
1.0001864127757, 0.99440699392837, 0.994728072753222, 0.994659894919094,
0.994728072753222, 0.998444430238455, 0.995691309227776, 0.994567533340796,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.994728072753222, 0.994567533340796, 0.994728072753222, 0.995209690990499,
0.99440699392837, 0.995030717312307, 0.99440699392837, 0.994887853147434,
0.99440699392837, 0.994553540168936, 0.99440699392837, 0.996045326642671,
0.99440699392837, 0.994981187001399, 0.99440699392837, 0.994888612165648,
0.995304547315685, 0.99440699392837, 0.994567533340796, 0.994567533340796,
0.996197996122434, 0.994888612165648, 0.995919655533153, 0.994567533340796,
0.99451686259992, 0.996494006289905, 0.99440699392837, 0.994385031458149,
0.994567533340796, 0.99440699392837, 0.996020230545455, 0.99440699392837,
0.995691309227776, 0.994609525109909, 0.994888612165648, 0.994888612165648,
0.994728072753222, 0.99440699392837, 0.994822633198239, 0.99440699392837,
0.994728072753222, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.994888612165648, 0.99495137344916, 0.99440699392837, 0.99440699392837,
0.996494006289905, 0.99440699392837, 0.99440699392837, 0.995519973078378,
0.995370230402925, 0.99440699392837, 0.99440699392837, 0.994567533340796,
0.99440699392837, 0.995050664638706, 0.996218963144553, 0.994932043207236,
0.994737521655023, 0.994727949650098, 0.99440699392837, 0.996073466769661,
0.99440699392837, 0.995691309227776, 0.99440699392837, 0.994567533340796,
0.99440699392837, 0.994567533340796, 0.998741558063866, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.994567533340796, 0.996333466877479,
0.995530769815351, 0.994728072753222, 0.994509033104075, 0.994567533340796,
0.994430707106619, 0.995691309227776, 1.00498404821256, 0.997386727809592,
0.994567533340796, 0.99440699392837, 0.99440699392837, 0.995617432736298,
0.995107598786919, 0.99440699392837, 0.99440699392837, 0.994921172373072,
0.994567533340796, 1.01298089660371, 0.99440699392837, 0.994567533340796,
0.99440699392837, 0.99440699392837, 0.996692283130098, 0.99440699392837,
0.99440699392837, 0.995209690990499, 0.999269984753655, 0.994790163580193,
0.994567533340796, 0.994728072753222, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.994728072753222, 0.995225749494297, 0.994567533340796,
0.99440699392837, 0.994728072753222, 0.994728072753222, 0.99440699392837,
0.99440699392837, 0.994567533340796, 0.99440699392837, 0.994728072753222,
0.995851848640202, 0.994567533340796, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.997296703352034, 0.996576128611448, 0.996012388052628,
0.995049151578073, 0.994808171388459, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.994567533340796, 0.99440699392837,
0.994567533340796, 0.994728072753222, 0.99440699392837, 0.996049935461464,
0.994567533340796, 0.99440699392837, 0.994610064737062, 0.994425664100113,
0.99440699392837, 0.994912392126196, 0.994567533340796, 0.99440699392837,
0.994728072753222, 0.996815085114757, 0.99440699392837, 0.995530769815351,
0.995209690990499, 0.994567533340796, 0.994888612165648, 0.994728072753222,
0.994728072753222, 0.99440699392837, 0.994567533340796, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.994567533340796,
0.99440699392837, 0.994728072753222, 0.995049151578073, 0.99440699392837,
0.994728072753222, 0.994888612165648, 0.99440699392837, 0.995851848640202,
0.994567533340796, 0.99440699392837, 0.994567533340796, 0.994567533340796,
0.995370230402925, 0.995298350363465, 0.994728072753222, 0.994541148850288,
0.99440699392837, 0.995230040178927, 0.99440699392837, 0.994567533340796,
0.994567533340796, 0.994419712071983, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.997778321589311, 0.994567533340796, 0.99440699392837,
0.994413466900834, 0.99440699392837, 0.994567533340796, 0.99440699392837,
0.994567533340796, 0.994893961292115, 0.994567533340796, 0.995049151578073,
0.995209690990499, 0.99440699392837, 0.99440699392837, 1.00379501045737,
0.995122816339578, 0.99440699392837, 0.994567533340796, 0.99440699392837,
0.994567533340796, 0.994567533340796, 0.994947566868172, 0.994483692402656,
0.99440699392837, 0.994567533340796, 0.995278564364715, 0.994567533340796,
0.99440699392837, 0.994888612165648, 0.995691309227776, 0.99440699392837,
0.994728072753222, 0.994567533340796, 0.994888612165648, 0.996127051975205,
0.998786160436561, 0.994567533340796, 0.994728072753222, 0.994868478753779,
0.99440699392837, 0.994907770486115, 0.995209690990499, 0.99440699392837,
0.99440699392837, 0.994567533340796, 0.99440699392837, 0.995209690990499,
0.99745724276446, 0.994728072753222, 0.994567533340796, 0.99440699392837,
0.994728072753222, 0.994426970672129, 0.99440699392837, 0.994888612165648,
0.994888612165648, 0.99440699392837, 0.99440699392837, 0.994567533340796,
0.99590536101745, 0.994949264822493, 0.994794165803359, 0.994728072753222,
0.99440699392837, 0.994567533340796, 0.99440699392837, 0.994567533340796,
0.99440699392837, 0.99440699392837, 0.994567533340796, 0.99440699392837,
0.99440699392837, 0.994728072753222, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.994728072753222,
0.994728072753222, 0.995049151578073, 0.994567533340796, 0.99440699392837,
0.994728072753222, 0.99440699392837, 0.99440699392837, 0.994567533340796,
0.995530769815351, 0.994567533340796, 0.99610604286577, 0.994567533340796,
0.994728072753222, 0.994567533340796, 0.995209690990499, 0.994736288809125,
0.99440699392837, 0.995530769815351, 0.99440699392837, 0.994567533340796,
0.995020318969001, 0.995718450008341, 0.994948459203475, 0.99440699392837,
0.99655969332855, 0.995453555818689, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.994728072753222, 0.994796766342668,
0.99440699392837, 0.995639250322137, 0.994888612165648, 0.994978162184362,
0.994445303511541, 0.994567533340796, 0.99440699392837, 0.994728072753222,
0.99440699392837, 0.994888612165648, 0.99440699392837, 0.994567533340796,
0.994401792417609, 0.99440699392837, 0.994567533340796, 1.00829446776637,
0.99440699392837, 0.994567533340796, 0.994567533340796, 0.994728072753222,
0.994728072753222, 0.994728072753222, 0.994567533340796, 0.994567533340796,
0.994728072753222, 0.99440699392837, 0.99440699392837, 0.994567533340796,
0.995627745181682, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.995591606858615, 0.99440699392837, 0.994728072753222, 0.994567533340796,
0.99440699392837, 0.995543527548358, 0.994888612165648, 0.99440699392837,
0.994567533340796, 0.994567533340796, 0.995066516434054, 0.994567533340796,
0.99440699392837, 0.994567533340796, 0.99440699392837, 0.994567533340796,
0.994567533340796, 0.994658349340402, 0.995209690990499, 0.99440699392837,
0.99440699392837, 0.994567533340796, 0.99440699392837, 0.994567533340796,
0.994622794575421, 0.994567533340796, 0.995393849585461, 0.99440699392837,
0.994567533340796, 0.996268280187695, 0.99440699392837, 0.995599888088101,
0.997620073098558, 0.995049151578073, 0.994888612165648, 0.997079405686573,
0.996732062149436, 0.994567533340796, 0.994728072753222, 0.99440699392837,
0.994567533340796, 0.994728072753222, 0.994567533340796, 1.00430917015161,
0.994572490060931, 0.995049151578073, 0.994888612165648, 1.00138798488002,
0.994567533340796, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.995899789253932, 0.994567533340796, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.995691309227776, 0.994567533340796,
0.99440699392837, 0.996580269960808, 0.994567533340796, 0.99440699392837,
0.99440699392837, 0.998420479239014, 0.99440699392837, 0.99440699392837,
0.994888612165648, 0.994567533340796, 0.994728072753222, 0.994567533340796,
0.99440699392837, 0.99440699392837, 0.994567533340796, 0.994728072753222,
0.994567533340796, 0.99440699392837, 0.998182013683606, 0.99440699392837,
0.996975624527182, 0.994567533340796, 0.994728072753222, 0.99440699392837,
0.994567533340796, 0.994888612165648, 0.99440699392837, 0.995166992395342,
0.994822505222432, 0.99440699392837, 0.995209690990499, 0.99440699392837,
0.99440699392837, 0.994856928987925, 0.994567533340796, 0.994567533340796,
0.995049151578073, 0.994567533340796, 0.995691309227776, 0.99440699392837,
0.995949763089628, 0.994888612165648, 0.99440699392837, 0.994728072753222,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.994728072753222,
0.99440699392837, 0.994567533340796, 0.99440699392837, 0.994567533340796,
0.99440699392837, 0.997307123956389, 0.995370230402925, 0.99440699392837,
0.994567533340796, 0.99440699392837, 0.99440699392837, 0.994567533340796,
0.99440699392837, 0.994567533340796, 0.994567533340796, 0.994567533340796,
0.994888612165648, 0.99440699392837, 1.00471070502715, 0.995049151578073,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.994891683180002,
0.994888612165648, 0.994567533340796, 0.995291220933123, 0.99440699392837,
0.994567533340796, 0.994461221739509, 0.994412579529344, 0.995331408278488,
0.99440699392837, 0.99440699392837, 0.994567533340796, 0.994728072753222,
0.994567533340796, 0.994702815344733, 0.99440699392837, 0.994838856242725,
0.99440699392837, 0.99440699392837, 0.994728072753222, 0.994567533340796,
0.994567533340796, 0.995049151578073, 0.994567533340796, 0.99440699392837,
0.994888612165648, 0.994728072753222, 0.994888612165648, 0.994567533340796,
0.99440699392837, 0.99440699392837, 0.994567533340796, 0.995504291675868,
1.00093569510332, 0.99440699392837, 0.995334150402007, 0.99440699392837,
0.99440699392837, 0.994728072753222, 0.994567533340796, 0.99440699392837,
0.994920996958949, 0.994567533340796, 0.994888612165648, 0.998817035651129,
0.99440699392837, 0.99440699392837, 0.994669610359268, 0.994888612165648,
0.99440699392837, 0.99440699392837, 0.995168762410747, 0.99440699392837,
0.994567533340796, 0.994567533340796, 0.99523565763995, 0.994567533340796,
0.99440699392837, 0.994728072753222, 0.995049151578073, 0.99440699392837,
0.994839117841355, 0.99440699392837, 0.99440699392837, 0.994378292032932,
0.99440699392837, 0.994728072753222, 0.99440699392837, 0.995512244536997,
0.994567533340796, 0.994567533340796, 0.994567533340796, 0.99440699392837,
0.995049151578073, 0.994567533340796, 0.99440699392837, 0.994567533340796,
0.99440699392837, 0.99440699392837, 0.995044256937203, 0.994728072753222,
0.99440699392837, 0.99440699392837, 0.995344661045659, 0.99440699392837,
0.995530769815351, 0.99440699392837, 0.99440699392837, 0.995129981220823,
0.994399078556381, 0.994728072753222, 0.994567533340796, 0.99440699392837,
0.995049151578073, 0.995209690990499, 0.99440699392837, 0.99440699392837,
0.996225870466643, 0.994841207301419, 0.99440699392837, 0.99440699392837,
0.995062564717172, 1.0060320495172, 0.99440699392837, 0.994567533340796,
0.994728072753222, 0.995010796783588, 0.99440699392837, 0.994567533340796,
0.995851848640202, 0.994567533340796, 0.99440699392837, 0.994728072753222,
0.994567533340796, 0.995209690990499, 0.99440699392837, 0.994728072753222,
0.99440699392837, 0.99440699392837, 0.998065846798144, 0.995049151578073,
0.99440699392837, 0.994728072753222, 0.99440699392837, 0.995370230402925,
0.99440699392837, 0.99440699392837, 0.995209690990499, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.994859686729573, 0.994728072753222,
0.99440699392837, 0.996112684053768, 0.995851848640202, 0.994567533340796,
0.995127955636232, 0.994567533340796, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.994640255267177, 0.99440699392837,
0.995419674002535, 0.99440699392837, 0.994567533340796, 0.994567533340796,
0.994567533340796, 0.994406439454307, 0.999364452610949, 0.996080304192412,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.994888612165648, 0.994728072753222,
0.99440699392837, 0.99440699392837, 0.995098078931826, 0.99440699392837,
0.995558802267463, 0.99440699392837, 0.994867717264007, 0.994637355596189,
0.99488729186146, 0.996940972274374, 0.995223289451627, 0.994398699074023,
0.996436409569415, 0.99440699392837, 0.994637355596189, 0.99467211847983,
0.99440699392837, 0.995114101511157, 0.994883530776488, 0.99440699392837,
0.994867717264007, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.994637355596189, 0.994637355596189, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.994867717264007,
0.99440699392837, 0.99440699392837, 0.994637355596189, 0.994685067884989,
0.994867717264007, 0.994810046592588, 0.995213979293911, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.994958403402589,
0.996526650496404, 0.994637355596189, 0.99440699392837, 0.995098078931826,
0.99440699392837, 0.994637355596189, 0.996249887270918, 0.994867717264007,
0.994637355596189, 0.994637355596189, 0.99440699392837, 0.994867717264007,
0.99440699392837, 0.994637355596189, 0.998290947198034, 0.994844888580316,
0.99440699392837, 0.99440699392837, 0.994634899652183, 0.99440699392837,
0.994637355596189, 0.994867717264007, 0.995743244750328, 0.995447241250884,
0.99440699392837, 0.994637355596189, 0.99440699392837, 0.994637355596189,
1.00063950315637, 0.994637355596189, 0.995558802267463, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.995398081088334,
0.99440699392837, 0.994637355596189, 0.99440699392837, 0.99440699392837,
0.994637355596189, 1.00733591485419, 0.99440699392837, 0.995098078931826,
0.994867717264007, 0.994637355596189, 0.99440699392837, 0.995379075247651,
0.994637355596189, 0.99440699392837, 0.99440699392837, 0.994867717264007,
0.994637355596189, 0.994637355596189, 0.995843418661119, 0.994637355596189,
0.994637355596189, 0.99440699392837, 0.994637355596189, 0.994867717264007,
0.994637355596189, 0.99440699392837, 0.995328440599644, 0.995789163935281,
0.994637355596189, 0.994637355596189, 0.996220620098012, 0.995608787511246,
0.995587362709805, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.994637355596189, 0.994637355596189, 0.99440699392837, 0.995098078931826,
0.99440699392837, 0.994637355596189, 0.99440699392837, 0.994984875487184,
0.99440699392837, 0.994637355596189, 0.99440699392837, 0.99440699392837,
0.994759310305404, 0.994637355596189, 0.994867717264007, 0.99540231139244,
0.99440699392837, 0.994637355596189, 0.99440699392837, 0.994637355596189,
0.99440699392837, 0.994867717264007, 0.99440699392837, 0.99440699392837,
0.994917016257009, 0.994637355596189, 0.99440699392837, 0.995098078931826,
1.00033437655446, 0.995098078931826, 0.995269923704427, 0.994637355596189,
0.99440699392837, 0.997171333942192, 0.994867717264007, 0.994867717264007,
0.994637355596189, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.994637355596189, 0.996677388731171, 0.994963898084105, 0.994653466768772,
0.99440699392837, 0.994637355596189, 0.995224959730387, 0.994637355596189,
0.994867717264007, 0.99440699392837, 0.995328440599644, 0.994867717264007,
0.99440699392837, 0.994637355596189, 0.996318526509464, 0.995692986717506,
0.994637355596189, 0.994637355596189, 0.995098078931826, 0.99440699392837,
0.99440699392837, 0.994867717264007, 0.99440699392837, 0.994867717264007,
0.995558802267463, 0.99440699392837, 0.995098078931826, 0.996040109643691,
0.99440699392837, 0.994637355596189, 0.99440699392837, 0.994599240013607,
0.995419236013771, 0.994867717264007, 0.99440699392837, 0.995328440599644,
0.994637355596189, 0.99440699392837, 0.995098078931826, 0.994979882521361,
0.99440699392837, 0.995558802267463, 0.99440699392837, 0.994867717264007,
0.99509951249211, 0.994637355596189, 0.994637355596189, 0.994969818263633,
0.99440699392837, 0.99440699392837, 0.994637355596189, 0.998092780613466,
0.994867717264007, 0.99440699392837, 0.99440699392837, 0.994637355596189,
0.994637355596189, 0.994637355596189, 0.99440699392837, 0.996708331612896,
0.995773386254746, 0.995093131393116, 0.996861385043643, 0.99440699392837,
0.998386237546185, 0.994867717264007, 0.99440699392837, 0.995098078931826,
0.994825865479568, 0.994724397141191, 0.99440699392837, 0.99440699392837,
0.994867717264007, 0.99440699392837, 0.995098078931826, 0.995719471321742,
0.995328440599644, 0.997541043345507, 0.994637355596189, 0.995098078931826,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.994637355596189,
0.99440699392837, 0.994637355596189, 0.994637355596189, 0.994867717264007,
0.99440699392837, 0.995044339115646, 0.99440699392837, 0.995021923773357,
0.99440699392837, 0.994405660239779, 0.995098078931826, 0.996373303407371,
0.994867717264007, 0.994426639926213, 0.994637355596189, 0.99440699392837,
0.996623065699381, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.994418087389313, 0.99440699392837, 0.997191763789051, 0.994867717264007,
0.994737470367008, 0.99440699392837, 0.99440699392837, 0.995021589535389,
0.99440699392837, 0.99440699392837, 0.995804652829078, 0.99440699392837,
0.994867717264007, 0.994957058819513, 0.994637355596189, 0.99440699392837,
0.994637355596189, 0.994867717264007, 0.995419432286479, 0.994637355596189,
0.99440699392837, 0.99440699392837, 0.994867717264007, 0.994637355596189,
0.995789163935281, 0.994413503541989, 0.995328440599644, 0.994637355596189,
0.995789163935281, 0.99440699392837, 0.99440699392837, 0.994612337873732,
0.99440699392837, 0.99440699392837, 0.994637355596189, 0.994637355596189,
0.99440699392837, 0.995218307901723, 0.998155249390193, 0.996398132069208,
0.995145684096811, 0.995293364124751, 0.994637355596189, 0.995990171197497,
0.99440699392837, 0.994867717264007, 0.99440699392837, 0.99440699392837,
0.995789163935281, 0.994867717264007, 0.994637355596189, 0.99440699392837,
0.99440699392837, 0.994637355596189, 0.995558802267463, 0.994637355596189,
0.99440699392837, 0.994867717264007, 0.994415128570619, 0.99440699392837,
0.994763724850489, 0.994637355596189, 0.997193663669891, 0.995115192879069,
0.994867717264007, 0.994637355596189, 0.994637355596189, 0.995125220858264,
0.995800352888975, 0.994637355596189, 0.994637355596189, 0.995064146156385,
0.99440699392837, 0.99726851677362, 0.994637355596189, 0.995558802267463,
0.994637355596189, 0.995789163935281, 0.995697720745736, 0.994637355596189,
0.99440699392837, 0.9960195256031, 0.998065769119947, 0.995007515064952,
0.99440699392837, 0.995558802267463, 0.994637355596189, 0.99440699392837,
0.994637355596189, 0.994637355596189, 0.99466937774586, 0.994637355596189,
0.994637355596189, 0.99440699392837, 0.994867717264007, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.995098078931826, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.994637355596189, 0.995209056733467, 0.995789163935281,
0.994637355596189, 0.99473498796316, 0.99440699392837, 0.994637355596189,
0.994637355596189, 0.994637355596189, 0.99440699392837, 0.99440699392837,
0.996710610606555, 0.994637355596189, 0.994637355596189, 0.995331295086382,
0.996249887270918, 0.995328440599644, 0.995480784553152, 0.994974875979541,
0.994637355596189, 0.994874517836249, 0.99440699392837, 0.99440699392837,
0.994637355596189, 0.995328440599644, 0.99440699392837, 0.994637355596189,
0.995328440599644, 0.994867717264007, 0.99440699392837, 0.99440699392837,
0.994637355596189, 0.99440699392837, 0.99440699392837, 0.995098078931826,
0.99440699392837, 0.99440699392837, 0.994637355596189, 0.995098078931826,
0.995328440599644, 0.99440699392837, 0.994867717264007, 0.995328440599644,
0.99440699392837, 0.995558802267463, 0.997632057277829, 0.994637355596189,
0.994637355596189, 0.994867717264007, 0.997171333942192, 0.994637355596189,
0.99440699392837, 0.9950233674699, 0.995789163935281, 0.994604409220105,
0.99440699392837, 0.994584839163371, 0.994867717264007, 0.99440699392837,
0.99440699392837, 0.995255467485037, 0.994867717264007, 0.99440699392837,
0.99440699392837, 0.994867717264007, 0.994637355596189, 0.995098078931826,
0.994832695838142, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.996781680561164, 0.99440699392837, 0.994637355596189,
0.994867717264007, 0.99440699392837, 0.99440699392837, 0.996046548273209,
0.994632995611885, 0.994637355596189, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.994867717264007, 0.995173194740326, 0.994618756981584,
0.994637355596189, 0.994637355596189, 0.997805092662151, 0.99440699392837,
0.994637355596189, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.995098078931826, 0.994637355596189, 0.994867717264007, 0.997141862599565,
1.00125470076978, 0.99440699392837, 0.994637355596189, 0.994703299649576,
0.99440699392837, 0.99463085826761, 0.994637355596189, 0.994637355596189,
0.994637355596189, 0.99440699392837, 0.994867717264007, 0.994637355596189,
0.994637355596189, 0.995098078931826, 0.99440699392837, 0.99440699392837,
0.997171333942192, 0.994650096733431, 0.99440699392837, 0.994637355596189,
0.99440699392837, 0.994637355596189, 0.995789163935281, 0.99440699392837,
0.995258744336875, 0.995482439798946, 0.994515125679203, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.994637355596189, 0.994637355596189,
0.99440699392837, 0.994637355596189, 0.99440699392837, 0.994637355596189,
0.994637355596189, 0.99440699392837, 0.994637355596189, 0.99440699392837,
0.99440699392837, 0.994637355596189, 0.99440699392837, 0.994867717264007,
0.99440699392837, 0.994637355596189, 0.994637355596189, 0.994637355596189,
0.994867717264007, 0.99440699392837, 0.99440699392837, 0.994637355596189,
0.995328440599644, 0.99440699392837, 0.994600166388942, 0.99440699392837,
0.995558802267463, 0.994867717264007, 0.994867717264007, 0.994776265804249,
0.994637355596189, 0.994867717264007, 0.99440699392837, 0.995328440599644,
0.998485337409596, 0.997634326267924, 0.995166724067715, 0.99440699392837,
0.999441814486347, 0.995559261589882, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.994637355596189, 0.99440699392837, 0.995395603638083,
0.99440699392837, 0.995698676130865, 0.995558802267463, 0.994401875824593,
0.994946293027866, 0.995098078931826, 0.99440699392837, 0.994637355596189,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.994637355596189,
0.99473335261707, 0.994867717264007, 0.99440699392837, 0.997467635880473,
0.994637355596189, 0.994867717264007, 0.994867717264007, 0.994867717264007,
0.99440699392837, 0.994637355596189, 0.9960195256031, 0.99440699392837,
0.994637355596189, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.997081537584717, 0.994867717264007, 0.994637355596189, 0.99440699392837,
0.995800607399668, 0.99440699392837, 0.994637355596189, 0.99440699392837,
0.994637355596189, 0.994589579208675, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.994637355596189, 0.994830210875264, 0.998783865616921,
0.994867717264007, 0.994637355596189, 0.99440699392837, 0.99440699392837,
0.994637355596189, 0.995847450791568, 0.994637355596189, 0.994867717264007,
0.99440699392837, 0.995098078931826, 0.99440699392837, 0.995789163935281,
0.994412575538737, 0.994867717264007, 0.996641857221885, 0.99440699392837,
0.99440699392837, 0.994484061239208, 0.99440699392837, 0.995545520695234,
0.995797594471066, 0.994637355596189, 0.99440699392837, 0.995947672188167,
0.995831302024911, 0.99440699392837, 0.994867717264007, 0.99440699392837,
0.996249887270918, 0.994637355596189, 0.995328440599644, 0.998189200849334,
0.994961544295132, 0.995328440599644, 0.994637355596189, 1.00153809430076,
0.996940972274374, 0.994637355596189, 0.995558802267463, 0.994867717264007,
0.996545123700755, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.994637355596189, 0.996412027838235, 0.994637355596189, 0.99440699392837,
0.99440699392837, 0.996249887270918, 0.99440699392837, 0.994637355596189,
0.99440699392837, 0.994637355596189, 0.994637355596189, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.995558802267463, 0.994867717264007, 0.995877888322793, 0.994637355596189,
0.995098078931826, 0.995098078931826, 0.99440699392837, 0.99440699392837,
0.995558802267463, 0.994637355596189, 0.99440699392837, 0.996255088779253,
0.994636917819549, 0.99440699392837, 0.994637355596189, 0.995789163935281,
0.99440699392837, 0.995125307148371, 0.995328440599644, 0.99440699392837,
0.997862418945648, 0.994867717264007, 0.995098078931826, 0.995789163935281,
0.994707998282355, 0.99440699392837, 0.99440699392837, 0.994637355596189,
0.994637355596189, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.994867717264007,
0.99440699392837, 0.994800116925456, 0.99440699392837, 0.99440699392837,
0.994867717264007, 0.99440699392837, 0.99440699392837, 0.995789163935281,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.996698201249775, 0.995098078931826,
0.99440699392837, 0.99440699392837, 0.994867717264007, 0.995947353411144,
0.99440699392837, 0.995789163935281, 0.996248473195879, 0.99440699392837,
0.99440699392837, 0.994827480903379, 1.00323345091587, 0.995722728741216,
0.994637355596189, 0.994637355596189, 0.99440699392837, 0.994867717264007,
0.99440699392837, 0.994442072414818, 0.997632057277829, 1.00937924629687,
0.99440699392837, 0.99440699392837, 0.994637355596189, 0.99440699392837,
0.994867717264007, 0.995558802267463, 0.99440699392837, 0.99440699392837,
0.994637355596189, 0.994867717264007, 0.99440699392837, 0.99440699392837,
0.994637355596189, 0.99440699392837, 0.99440699392837, 0.994587137292269,
0.995459091747064, 0.99440699392837, 0.995204769265403, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.994637355596189,
0.994926374031285, 0.994867717264007, 0.994637355596189, 0.996371032004848,
0.99440699392837, 0.995098078931826, 0.995987679829896, 0.99440699392837,
0.994637355596189, 0.995328440599644, 0.997640151221437, 0.99440699392837,
0.99440699392837, 0.994637355596189, 0.998674105264188, 0.99440699392837,
0.99440699392837, 0.994637355596189, 0.995098078931826, 0.994867717264007,
0.994817030012415, 0.994867717264007, 0.994637355596189, 0.995040135716019,
0.994637355596189, 0.9960195256031, 0.995328440599644, 0.994819339061893,
0.994867717264007, 0.99440699392837, 0.994637355596189, 0.99440699392837,
0.994637355596189, 0.99440699392837, 0.994867717264007, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.99648177162677, 0.995558802267463,
0.994637355596189, 0.994637355596189, 0.996737447131991, 0.99440699392837,
1.00339109897329, 0.994637355596189, 0.99440699392837, 0.99590569133262,
0.994976041105116, 0.994867717264007, 0.99440699392837, 0.994867717264007,
0.994637355596189, 0.994637355596189, 0.994637355596189, 0.99440699392837,
0.995572095686487, 0.994492796701076, 0.994637355596189, 0.994867717264007,
0.996318223595645, 0.996203751769871, 0.994637355596189, 0.994637355596189,
0.994867717264007, 0.994967828277509, 0.99440699392837, 0.99440699392837,
0.994637355596189, 0.99440699392837, 0.99440699392837, 0.995098078931826,
0.995328440599644, 0.994637355596189, 0.994637355596189, 0.99440699392837,
0.99440699392837, 0.994867717264007, 0.994513091999072, 0.99440699392837,
0.99440699392837, 0.99440699392837, 0.99440699392837, 0.995558802267463,
0.99440699392837, 0.995328440599644, 0.994637355596189, 0.99440699392837,
0.994637355596189, 0.99440699392837, 0.995553796161261, 0.996710610606555,
0.994637355596189, 0.995021546223813, 0.99440699392837, 0.994637355596189,
0.995124713139391, 0.994637355596189, 0.994637355596189, 0.99440699392837,
0.995558802267463, 0.99440699392837, 0.995004650179819, 0.99440699392837,
0.995112914884394, 0.99440699392837, 0.99440699392837, 0.994637355596189,
0.997862418945648, 0.994572832974538, 0.995353374256567, 0.994984744949712,
0.994637355596189, 0.995789163935281, 0.994637355596189, 0.99440699392837,
0.99440699392837, 0.994867717264007, 0.99440699392837, 0.99440699392837,
0.994867717264007, 0.994406993928371, 0.994706484793899, 0.994706484793899,
0.994706484793899, 0.995005975659428, 0.994706484793899, 0.994406993928371,
0.99511511648365, 0.994706484793899, 0.994706031888436, 0.995042234044152,
0.995576448675303, 0.994406993928371, 0.994406993928371, 0.994411116336319,
0.994706484793899, 0.996036291089091, 0.994571068692276, 0.994706484793899,
0.994406993928371, 0.994406993928371, 0.994706484793899, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.995005975659428,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994616625740261,
0.994406993928371, 0.994951225595246, 0.996344501434414, 0.994706484793899,
0.994406993928371, 0.994706484793899, 0.995005975659428, 0.994913629956513,
1.00597766993944, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.995005975659428, 0.994706484793899, 0.994706484793899, 0.994406993928371,
0.994406993928371, 0.994706484793899, 0.996105683095981, 0.994687929749962,
0.994706484793899, 0.994406993928371, 0.994402821188847, 0.994406993928371,
0.994406993928371, 0.995604957390485, 0.995587092101173, 0.995311741172879,
0.995005975659428, 0.994706484793899, 0.994406993928371, 0.995005975659428,
0.995060622754651, 0.995005975659428, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994706484793899, 0.995305466524956, 0.99504135073419,
0.994406993928371, 0.994706484793899, 0.994406993928371, 0.995005975659428,
0.994406993928371, 0.995095991151949, 0.994406993928371, 0.994706484793899,
0.994706484793899, 0.994406993928371, 0.995305466524956, 0.994627865795613,
0.994706484793899, 0.994706484793899, 0.994406993928371, 0.995904448256013,
0.994706484793899, 0.994706484793899, 0.994557246308973, 0.994706484793899,
0.995005975659428, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994706484793899, 0.994706484793899, 0.994706484793899,
0.994406993928371, 0.994706484793899, 0.998046240679105, 0.995570990125699,
0.994673340278864, 0.994406993928371, 0.994406993928371, 0.994706484793899,
0.994406993928371, 0.995005975659428, 0.994406993928371, 0.994406993928371,
0.994706484793899, 0.995005975659428, 0.994406993928371, 0.995708082134689,
0.994706484793899, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.994853179764652, 0.994706484793899, 0.995904448256013, 0.995952299780315,
0.994406993928371, 0.994706484793899, 0.994706484793899, 0.994706484793899,
0.995005975659428, 0.994406993928371, 0.995005975659428, 0.994406993928371,
0.994418451899079, 0.994406993928371, 0.994706484793899, 0.994406993928371,
1.00082264313464, 0.994406993928371, 0.994452232404522, 0.995005975659428,
0.994406993928371, 0.996503429987071, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994704126372677, 0.99466481761213, 0.994409807330448,
0.994406993928371, 0.994406993928371, 0.995680342907988, 0.995604957390485,
0.995604957390485, 0.994706484793899, 0.995604957390485, 0.995005975659428,
0.994706484793899, 0.994406993928371, 0.994650113977905, 0.994630764184371,
0.994706484793899, 0.994706484793899, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994706484793899, 0.994406993928371, 0.994706484793899,
0.996203939121542, 0.994406993928371, 0.994406993928371, 0.994518973478894,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994828372640066,
0.995113293159504, 0.994406993928371, 0.995005975659428, 0.994406993928371,
0.994406993928371, 0.998300375180242, 0.994406993928371, 0.994377037395432,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994706484793899,
0.99440885598563, 0.994406993928371, 0.994406993928371, 0.994653114128699,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.995305466524956,
0.994406993928371, 0.994706484793899, 0.994406993928371, 0.994706484793899,
0.995604957390485, 0.994406993928371, 0.994706484793899, 0.997097819659823,
0.99533348306123, 0.994410323717281, 0.995771240563183, 0.994406993928371,
0.995683058459333, 0.994406993928371, 0.994406993928371, 0.995005975659428,
0.994979764671019, 0.996906380604495, 0.994406993928371, 0.994406993928371,
0.995604957390485, 0.994706484793899, 0.994406993928371, 0.995666050876359,
0.995904448256013, 1.00310016216887, 0.994406993928371, 0.994706484793899,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994706484793899, 0.996203939121542,
0.994706484793899, 0.994924395551129, 0.994706484793899, 0.995122087753041,
0.994406993928371, 0.995237188294903, 0.995904448256013, 0.995581575914018,
0.994406993928371, 0.995209686872096, 0.994406993928371, 0.994406993928371,
0.994859200436312, 0.994706484793899, 0.994706484793899, 0.994706484793899,
0.994673063674921, 0.994406993928371, 0.995521129998037, 0.995005975659428,
0.994450279926321, 0.994406993928371, 0.994406993928371, 0.995631743494293,
0.994706484793899, 0.994406993928371, 0.996701262457401, 0.995005975659428,
0.994406993928371, 0.994574870576133, 0.994706484793899, 0.994406993928371,
0.994406993928371, 0.994706484793899, 0.994410790622058, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.995005975659428, 0.994406993928371,
0.995005975659428, 0.994430778755485, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.995169484794051,
0.994406993928371, 0.994406993928371, 0.994706484793899, 0.994406993928371,
0.994706484793899, 0.994850582181056, 0.995488700278026, 0.99449857243467,
0.994579299975892, 0.994436149028526, 0.994406993928371, 0.994565933493203,
0.994406993928371, 0.995904448256013, 0.995005975659428, 0.994406993928371,
0.994706484793899, 0.994406993928371, 0.995305466524956, 0.994706484793899,
0.994706484793899, 0.994406993928371, 0.994406993928371, 0.995604957390485,
0.994406993928371, 0.994406993928371, 0.996594902233094, 0.994406993928371,
0.995753447900939, 1.00009732037341, 0.995650711669979, 0.996563604526767,
0.994706484793899, 0.994406993928371, 0.994406993928371, 0.994775016103482,
0.995555683892387, 0.994406993928371, 0.995305466524956, 0.996926030655654,
0.994706484793899, 0.996893420848305, 0.994406993928371, 0.994706484793899,
0.994406993928371, 0.994406993928371, 0.994459598390893, 0.994406993928371,
0.994706484793899, 0.994706484793899, 0.997051116742388, 0.995282343074409,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.995005975659428, 0.994415190256898, 0.994706484793899,
0.994406993928371, 0.994406993928371, 0.995305466524956, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.995005975659428, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.9950194993196, 0.994706484793899,
0.994406993928371, 0.994450169930773, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.995604957390485, 0.994406993928371, 0.994406993928371, 0.996206634751589,
0.994706484793899, 0.995005975659428, 0.994446184900252, 0.997831126046542,
0.994406993928371, 0.994966192886961, 0.995904448256013, 0.994706484793899,
0.994406993928371, 0.994406993928371, 0.994706484793899, 0.995005975659428,
0.995604957390485, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.995005975659428, 0.994706484793899, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.995904448256013, 0.995904448256013,
0.994406993928371, 0.994406993928371, 0.994706484793899, 0.994406993928371,
0.994706484793899, 0.994986278865628, 0.994406993928371, 0.994427145789612,
0.995005975659428, 0.994930674833807, 0.994706484793899, 0.994406993928371,
0.994406993928371, 0.994958622177784, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.994404980592241, 0.996802920852599, 0.994406993928371, 0.995305466524956,
0.994706484793899, 0.994440157036207, 0.994406993928371, 0.994706484793899,
0.994406993928371, 0.994706484793899, 0.994706484793899, 0.995843372993553,
0.994482537179968, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994706484793899, 0.99488876154197, 0.997839462873996,
0.994406993928371, 0.994706484793899, 0.995252176061852, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994706484793899,
0.995005975659428, 0.994406993928371, 0.994406993928371, 0.996420177808133,
1.00236486623582, 0.995005975659428, 0.994406993928371, 0.996253737936535,
0.994406993928371, 0.994443037158972, 0.994406993928371, 0.994406993928371,
0.995005975659428, 0.995604957390485, 0.994406993928371, 0.994406993928371,
0.995904448256013, 0.995604957390485, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.995928850920915, 0.994406993928371, 0.994406993928371,
0.994706484793899, 0.994406993928371, 0.994406993928371, 0.994706484793899,
0.996296984996881, 0.997190791150252, 0.995051152316722, 0.994406993928371,
0.994706484793899, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994706484793899, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994706484793899, 0.994706484793899, 0.995005975659428,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.995005975659428, 0.994406993928371, 0.995005975659428, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.995305466524956, 0.994406993928371,
0.994706484793899, 0.994406993928371, 0.995195516186213, 0.994406993928371,
0.994706484793899, 0.994406993928371, 0.995005975659428, 0.995254865431864,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994706484793899,
0.994930976518089, 0.995529297006301, 0.99647594220451, 0.994406993928371,
1.00291526586277, 0.996104783639983, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.996245088994222,
0.994406993928371, 0.994787024744767, 0.994706484793899, 0.994470427076444,
0.995342369878792, 0.994406993928371, 0.994706484793899, 0.994406993928371,
0.994406993928371, 0.994706484793899, 0.994706484793899, 0.994706484793899,
0.994638695023069, 0.994406993928371, 0.994406993928371, 0.995079192346744,
0.994706484793899, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.995305466524956, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.995005975659428,
0.994873787741972, 0.994406993928371, 0.994706484793899, 0.994406993928371,
0.995112738961363, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994505354933308, 0.994406993928371, 0.996203939121542,
0.994406993928371, 0.994406993928371, 0.995719393797336, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994706484793899,
0.994406993928371, 0.994401626238741, 0.995005975659428, 0.994406993928371,
0.995005975659428, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.994444670100123, 0.994706484793899, 0.994434023243641, 0.994406993928371,
0.994406993928371, 0.996645441401903, 0.994406993928371, 0.994608295799719,
0.995334830226477, 0.994706484793899, 0.995305466524956, 0.994824921496426,
0.995073903913753, 0.994706484793899, 0.994406993928371, 0.994406993928371,
0.996503429987071, 0.994406993928371, 0.994706484793899, 1.00115549685317,
0.996205177204628, 0.995005975659428, 0.994406993928371, 1.00169527362348,
0.994406993928371, 0.994706484793899, 0.994406993928371, 0.994706484793899,
0.995221595703366, 0.994406993928371, 0.994406993928371, 0.994706484793899,
0.994406993928371, 0.994406993928371, 0.995305466524956, 0.994406993928371,
0.995005975659428, 0.997530587660261, 0.994406993928371, 0.995005975659428,
0.994406993928371, 0.996802920852599, 0.994706484793899, 0.994406993928371,
0.995005975659428, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.995005975659428, 0.994406993928371,
0.995005975659428, 0.994406993928371, 0.995937381504575, 0.994706484793899,
0.994406993928371, 0.995005975659428, 0.994406993928371, 0.994406993928371,
0.995904448256013, 0.995005975659428, 0.995005975659428, 0.996867374246696,
0.995417384265586, 0.994706484793899, 0.994706484793899, 0.994406993928371,
0.994406993928371, 0.994823245200343, 0.994406993928371, 0.994406993928371,
0.994706484793899, 0.995005975659428, 0.995305466524956, 0.994406993928371,
0.995236818376759, 0.994406993928371, 0.994406993928371, 0.994706484793899,
0.995005975659428, 0.995005975659428, 0.994406993928371, 0.995005975659428,
0.994706484793899, 0.994706484793899, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.995482702773758, 0.994706484793899, 0.994706484793899,
0.994406993928371, 0.994406993928371, 0.994706484793899, 0.996503429987071,
0.995005975659428, 0.994706484793899, 0.994406993928371, 0.994406993928371,
0.994706484793899, 0.994406993928371, 0.996102515185806, 0.995305466524956,
0.994406993928371, 0.994406993928371, 0.994706484793899, 0.994440779495925,
0.994406993928371, 0.994706484793899, 0.994680542417745, 0.994406993928371,
0.994406993928371, 0.995773821417229, 0.995750932278265, 0.994444564921431,
0.995305466524956, 0.994406993928371, 0.994406993928371, 0.995005975659428,
0.994406993928371, 0.996836128708742, 0.994706484793899, 0.995732571435459,
0.995305466524956, 0.994406993928371, 0.994406993928371, 0.994706484793899,
0.994706484793899, 0.994406993928371, 0.994406993928371, 0.994706484793899,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.995174588236265,
0.997921623015901, 0.994706484793899, 0.994832026939727, 0.994406993928371,
0.994406993928371, 0.994706484793899, 0.998000884314714, 0.994406993928371,
0.997707905009969, 0.994706484793899, 0.994406993928371, 1.00419033108653,
0.994406993928371, 0.994406993928371, 0.995322095809142, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994865987006249, 0.994406993928371,
0.994406993928371, 0.995305466524956, 0.995902981345691, 0.994406993928371,
0.994406993928371, 0.995305466524956, 0.994406993928371, 0.994406993928371,
0.994874769967081, 0.994706484793899, 0.994406993928371, 0.996748561898603,
0.994406993928371, 0.995005975659428, 0.998599866045771, 0.994393820013754,
0.995005975659428, 0.994406993928371, 0.994406993928371, 0.994706484793899,
0.994706484793899, 0.994406993928371, 0.994406993928371, 0.994706484793899,
0.994406993928371, 0.994406993928371, 0.995237371840086, 0.994706484793899,
0.995305466524956, 0.995005975659428, 0.995575059253811, 0.994406993928371,
0.996503429987071, 0.994406993928371, 0.994406993928371, 0.996620976649738,
0.994916603758701, 0.994406993928371, 0.994706484793899, 0.994406993928371,
0.994406993928371, 0.994706484793899, 0.994406993928371, 0.994406993928371,
0.995527726328678, 1.00326432470196, 0.994406993928371, 0.997701393449185,
0.997023021109136, 0.996664368325479, 0.995005975659428, 0.994706484793899,
0.994706484793899, 0.99490050776695, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994706484793899,
0.994406993928371, 0.994706484793899, 0.994706484793899, 0.994706484793899,
0.995005975659428, 0.994406993928371, 0.995582455856602, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994406993928371, 0.994706484793899,
0.994406993928371, 0.995005975659428, 0.994706484793899, 0.994406993928371,
0.994706484793899, 0.994406993928371, 0.997434339001373, 0.995005975659428,
0.994406993928371, 0.995086503980582, 0.995005975659428, 0.994706484793899,
0.999397521340634, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994406993928371, 0.994514342000389, 0.994406993928371,
0.994688469768318, 0.994406993928371, 0.994406993928371, 0.994406993928371,
0.996802920852599, 0.994605669408362, 0.995427506546514, 0.994535023794445,
0.994406993928371, 0.994706484793899, 0.994406993928371, 0.994406993928371,
0.994406993928371, 0.994706484793899, 0.994706484793899, 0.994706484793899,
0.994706484793899, 0.994728621859905, 0.984881576464678, 0.984153803982437,
0.941334700432522, 0.995544572585086, 0.975229440053389, 0.979008826427949,
0.992915628354725, 0.979644275199212, 0.99277821683563, 0.988279232739708,
0.986906856310517, 0.984967035250095, 0.988613353628926, 0.989129237456176,
0.98107968261245, 0.982002014818883, 0.984893334793861, 0.984032757368461,
0.991810753815338, 0.941506751264128, 0.994574243905236, 0.993263115327644,
0.995672783772153, 0.990251938207922, 1.00917897925307, 6.54712631713731,
0.992649416782471, 0.992963966688257, 0.992097190828426, 0.995766467583206,
0.976735060656576, 0.98739160674143, 0.980323876294422, 0.994415909446064,
0.977388598781669, 0.973179936456892, 0.97576950055526, 0.975386206315871,
0.993984131553643, 0.991030092397541, 0.975726843809654, 0.995601499741395,
0.991610824811595, 0.979203734109819, 0.988820794588585, 0.991042992938233,
0.999776765159049, 1.02959720522522, 0.982248892828448, 0.992469824018735,
0.994133764729901, 0.995740636174086, 0.978868734017985, 0.941783533346665,
0.987911454952322, 0.983689763999986, 0.99152528201164, 0.983215675398785,
0.970533994053448, 0.975513996483369, 0.984055316561536, 0.988827053423695,
0.994073885331911, 0.988999423015685, 0.985676630306159, 0.992376404850269,
0.977633272556375, 0.995052580606312, 0.993782145261686, 0.987957873142555,
0.994062857323732, 0.990246504728414, 0.989995209342947, 0.991618169654732,
0.98992480995147, 0.975275281049848, 0.977042242116641, 1.91768616457549,
0.986708324532205, 1.44364177765611, 0.988885811593863, 0.991473928862352,
0.995230276173556, 0.993218627960994, 0.984034339555736, 0.979723387967379,
0.989170975243902, 0.976354191179236, 0.996200545668975, 0.994746228913647,
0.991317678696549, 0.991515659642335, 0.975162856196858, 0.990935389852732,
0.987398721490724, 0.991225128837312, 0.989165288717405, 0.992203798487242,
0.98740988910652, 0.987446102653504, 0.99244416959904, 0.99339338722831,
0.971195327582924, 0.991152830463055, 0.983684890611183, 0.994516237366367,
0.983097712171321, 0.996261855695309, 0.993780421749392, 0.988889482902285,
0.992914305670452, 0.990496612664461, 0.992880042734124, 1.00138680912033,
0.989540464212068, 0.998131798489773, 0.996565128135117, 0.992799453274807,
0.987299128016116, 0.991706469804533, 0.992272321601582, 0.992529699081355,
0.971752991510976, 0.992147174482224, 0.989179162525785, 0.956243740081255,
0.980730814152855, 0.98507119492785, 0.976762917101459, 0.97591464634177,
0.978303245347072, 68.8283079565358, 0.99499235390602, 0.992770982549621,
0.981581936460304, 0.984235328123964, 0.994875146606928, 0.985800735847376,
0.972559975326314, 0.988160631129566, 0.94036782516569, 0.991179444487338,
0.994067929709402, 0.997346677937798, 1.01600282217935, 0.990770138296199,
1.92199709896602, 0.993427841777272, 0.97549208831342, 0.993546789031558,
0.940307063683508, 0.98416047502106, 0.978113357330195, 0.969857406169958,
0.993671751292177, 0.986494662239508, 0.984333104546909, 0.974634822508497,
0.956098692102613, 0.986585403663519, 0.991007364725748, 0.975945617685673,
0.992962014828178, 0.989738397950991, 0.990109164419434, 0.993675803841813,
0.976609462812557, 0.992654615461261, 0.990747577729228, 0.988716483725103,
0.972427697723005, 0.995553071542064, 0.941864078941421, 0.988118153924993,
0.978752032717793, 0.991724910584402, 0.978762343416159, 0.992023287400736,
0.990417154543863, 0.990423300723859, 0.988230345644393, 0.987930308604286,
0.986373396207042, 0.989791364094391, 0.99700053066897, 0.995351068177475,
0.98471277812437, 0.983962257266279, 0.982579378147499, 0.98745489742735,
0.977717929896963, 0.991093504139949, 0.994787752168548, 0.988168535555687,
0.988184656670443, 0.9802584426494, 0.98577501118618, 0.979227564750876,
0.982875752621367, 0.989602561131295, 0.978992710702363, 1.49565163861993,
0.973257457804289, 0.941883856514946, 0.981590946709377, 0.977479642435064,
0.979857006452878, 0.994970470565971, 0.976402736086156, 0.941550752101807,
0.986837245436773, 0.982796452203019, 0.974718613776757, 0.990566664784969,
0.992409963852717, 0.993589089444231, 0.988813209871415, 5.74003056024391,
0.99029852590063, 0.994530044915124, 0.941809186658646, 0.94080974483226,
0.976046153300273, 0.989166243721632, 0.941430075339232, 0.987761136681253,
0.994312959874614, 0.995364862625139, 0.994801542631275, 0.990915100027965,
0.981389622813953, 0.998259463052582, 0.988618851388622, 0.987788982557399,
0.994299514278631, 1.18237935456776, 0.971437006815446, 0.987353588406185,
0.993727250280001, 0.981011563529526, 0.990717232072007, 0.999134978211582,
0.987765749469133, 0.97531953257168, 0.982624751971338, 0.984582836896318,
0.982556337632856, 0.994411336709597, 0.99467319856778, 0.985090312220114,
0.997487005470369, 0.988672566693071, 0.991866190931132, 0.970772102965274,
1.00175332826795, 0.992079881036973, 0.983476987088087, 0.99216716310106,
0.990709439102458, 0.988151437175171, 0.973945976352446, 0.941998712696945,
0.970688680226368, 0.987069883139831, 0.99049787770423, 0.992610365325396,
0.971116652958622, 0.991455965632645, 0.989455646176768, 0.986761274826051,
0.996025336504353, 0.976767368008248, 1.47836206531357, 0.981519995954294,
0.940316684835916, 0.988567685929833, 0.996155021872366, 0.991976690296284,
0.993407648736802, 0.970842218268626, 0.940541694430368, 0.992381175032002,
0.987818079119634, 0.977052332065049, 0.9932647789551, 0.995889733745834,
0.994002735782053, 0.982445749818987, 0.977378660250628, 0.988587341979715,
0.992908124224478, 0.981095042618085, 0.972931255364615, 0.981833692124811,
0.988682142859399, 0.990368113320261, 0.999885672536538, 0.98910952787294,
0.99594457453858, 0.99145383505347, 0.974358138165746, 0.992563765780575,
0.941004088038938, 0.986717728043572, 0.980981571773886, 0.970447241576585,
0.999183971677268, 0.990054842585801, 0.978550584629139, 0.984224640410326,
1.01866370765937, 0.998756091455307, 0.974132570266675, 0.991320377256246,
0.986739270987066, 0.941114601170047, 0.992877723712954, 0.982756244956209,
0.993576126793554, 0.994126490079622, 0.994748407785239, 0.985603225274908,
0.978497240084789, 0.973318324847487, 0.983556099207682, 0.971127448905652,
0.992169015085111, 0.990924361380662, 0.991042326237334, 0.994527198307416,
0.992353418228728, 0.991162059296389, 0.982054400350171, 0.988073432031582,
0.987901316139738, 0.994469145794842, 0.984081443787756, 0.994848373220419,
0.975422138164231, 0.979884077410994, 0.991661918773349, 0.981277265300571,
0.983788394774909, 0.991159443789881, 0.970651541680333, 0.976796228221538,
0.97830434567374, 0.9874216377132, 0.990384591124556, 0.98299853228662,
0.99470591821144, 0.980664500893485, 0.980243264298222, 0.99433337193888,
0.940715099295233, 0.988485475808034, 0.988896734294881, 1.00047702926772,
0.99039052009334, 0.977662876581201, 0.996900915467713, 0.941244530416869,
0.941084421881188, 0.989059930376294, 0.990689839534551, 0.98163318786045,
0.985926824956378, 0.979832648463514, 0.995625128800872, 0.992312271081912,
0.990877328385311, 0.984002681670771, 0.984002887612322, 0.990645386632071,
0.989519252105214, 0.989493679859626, 0.984848494961068, 0.994082970104308,
0.979142042209935, 0.991170720462549, 0.985788573723805, 0.992760692247018,
0.992515390201808, 0.988556175349635, 0.992520094047634, 0.99097341603143,
0.994798578821809, 0.982643814025431, 0.990921531339503, 0.991561124118813,
0.979755672976583, 0.969677191601031, 0.979087942840289, 0.995995787469704,
0.980288319713331, 0.989665634303678, 0.983529579634251, 0.977663458897665,
0.973947465440096, 0.990309301744145, 0.982722106834632, 0.984924539400001,
0.987319261312037, 0.94227911064563, 0.977410217411278, 0.993962734384966,
0.979246910729572, 0.992457509100612, 0.989933233135487, 0.993569827927519,
0.941361687922533, 0.989282750715289, 0.987100054314304, 0.98782346857604,
0.991885933708956, 0.991186281326411, 0.995747992725721, 0.985549171950434,
0.986931352750011, 0.98142070501128, 0.977299496796547, 0.978497150887101,
0.985984490539499, 0.991764835991587, 0.939435000639406, 0.979393104827615,
0.985136346985701, 0.990627801987316, 0.991382889663763, 0.993407174807738,
0.992941917360389, 0.983376431513745, 0.991579507535307, 0.96996830944119,
0.993340617841192, 0.988750316687744, 0.991958480634904, 0.990255318487108,
0.982501031931509, 0.982967616283672, 0.982721217185406, 0.995990283873769,
0.991227398548796, 0.984960212691307, 0.992829205770853, 0.988239635519105,
0.979322349516052, 0.974467052286638, 0.990901139159974, 2.24776829791106,
0.982107316749914, 0.981264408360209, 0.983916358222723, 0.980040291714194,
0.983935070384598, 0.986323383027874, 0.987931265510354, 0.941084732989829,
0.991966614490443, 0.941796951329723, 0.991819346481197, 0.992987464606158,
0.987532802035288, 0.993040778949959, 0.989770522845416, 0.991917578056045,
0.987948998185903, 0.991246412181484, 0.993154449958075, 0.993697466931973,
0.981500298516456, 0.975748672763542, 0.980095483812712, 0.984493626508113,
0.980899862181422, 0.986778932440742, 0.971214243188836, 0.984892240582299,
0.996138494633072, 0.971752551149729, 1.01092904271538, 0.995498815175864,
0.980463865256693, 0.990550688168066, 0.992512845546343, 0.982491982994829,
0.986643857256792, 0.993641462123629, 0.991049006175866, 0.97385144348504,
1.00171718488939, 0.940667105286807, 0.988889096678277, 0.975004841367976,
0.983544317848007, 0.991145130639207, 0.994146570785643, 0.970254292983478,
0.97727596425845, 0.981358952218919, 0.97452488242116, 0.970503917845158,
0.994316672851197, 0.992387265375555, 0.993242419375678, 0.973115866134561,
0.990770324933096, 0.983540746700215, 0.991014032999493, 0.981842032176846,
0.990371338500837, 1.13997956764495, 0.978060435484946, 0.994237300652291,
0.995064911416048, 0.972148502770671, 0.994730594691583, 0.992414651117426,
0.976867399681102, 0.993618710822254, 0.982511114735222, 0.990260576780637,
0.988800969991263, 0.99434330421128, 0.994199714974188, 0.978045581384456,
0.997223996800283, 0.988957178295888, 0.979475806744938, 0.987034567184492,
0.991166305839755, 0.999816418644686, 0.999493947587336, 0.996150983760638,
0.983438810944231, 0.941374025952587, 0.985717785421315, 0.992217799999343,
0.992076423858061, 0.985481527425975, 0.988777775289191, 0.995333876822273,
0.985271304666282, 0.988234529237313, 0.983230087642085, 0.990970977099319,
0.992009100420218, 0.990440528670064, 0.996431127084105, 0.981365978457331,
0.99434725242475, 0.940289062903334, 0.993456630366514, 0.992596655935822,
0.983706897420024, 0.997097724464625, 0.989942719247732, 0.991512534723393,
0.995156672133424, 0.988346019407619, 0.991044030135639, 0.981906606147177,
0.982073630752772, 0.977184820379415, 0.992114366615858, 0.987940919485281,
0.981161406768369, 0.977635777470402, 1.00608927714049, 0.983368024411667,
0.984874873654384, 0.993763015823183, 0.970448737410827, 0.993958480565856,
0.983608367522045, 0.981032363721201, 0.995253384396417, 0.993603740502469,
0.983795828494835, 0.993041725223416, 0.986888878827541, 0.970031640012098,
0.976300643724684, 0.992196343666697, 0.982742808910117, 0.940566133850504,
0.990036703085055, 0.987786276581087, 0.988706083680363, 0.984814508816923,
0.992370007996825, 0.994822664173406, 0.990067952744626, 0.996586242531797,
0.977208435671388, 0.99369536612144, 0.981892253248805, 0.978947858228273,
0.986042824062409, 0.987877552038879, 0.984398623242143, 0.994708632093607,
0.990618296213992, 0.99280305641545, 0.993891812137123, 0.991980514987139,
0.992907517519415, 0.992659720795939, 0.993252561789377, 0.986074629696895,
0.990001321171948, 1.06338352616327, 0.99143857125116, 0.995758012915321,
0.994955773836344, 0.993960128322103, 0.978775232458689, 0.995799299677251,
0.98682831272626, 0.99370539642103, 0.988567280993568, 0.993790035094384,
0.990068450751811, 0.984376448132521, 0.992872334657072, 3.1499174373309,
0.991709103236283, 0.941077866467745, 0.984854469960643, 4.40386372979886,
0.994732502441162, 0.992608816719242, 0.978278899947206, 0.972687016966179,
1.03678331901544, 0.983879506448459, 0.985094049552385, 0.970043854960909,
0.97429950091623, 0.940713467927561, 0.981533587330583, 0.996878577890962,
0.993063169446625, 0.940004972622403, 0.983289676354668, 0.989554505560012,
0.987331494018545, 0.94156190654807, 0.995237670499366, 0.972712770670711,
0.993116871527353, 0.993557855517669, 0.988318610503338, 0.990213832955106,
0.985818102303104, 0.984142373591805, 0.983716724890399, 0.993098129151115,
1.0015979079125, 0.991373256603225, 0.994224201210007, 0.993017224418662,
0.986362666939699, 0.989962227986612, 0.988156217638109, 0.974584863496744,
0.971393213456707, 0.991322897255252, 0.974405136739488, 0.982598417825092,
0.994284628779696, 0.971824411561674, 0.981241496669752, 0.981341336610099,
0.98547352671025, 0.99568857939262, 0.989249278147356, 0.992135264416221,
0.940998126902322, 1.00036769898303, 0.995167661393951, 0.988559878809482,
0.941500979737031, 0.984310511990872, 0.985892109482415, 0.994964077766923,
0.987748472353129, 0.993627692394205, 0.993882494229747, 0.986099192232972,
0.986556025924584, 0.993466113105153, 0.988215247168532, 0.979060047737637,
0.994046717382045, 0.973693000349441, 0.996166804364869, 0.97751541956954,
0.985760953031024, 0.973049157294608, 0.994817406334174, 0.992152802728717,
0.992371387660481, 0.996726382501881, 0.986853164316413, 0.987754526455919,
0.991438311063753, 0.99148936160935, 0.994829377749527, 0.995483514396398,
0.979012421956979, 0.981291113150253, 0.973333813021222, 0.983029323161494,
0.993159270083599, 0.984589702488176, 0.99135342904631, 0.97828650832932,
0.997947350351266, 0.992799613910642, 0.982540810537988, 0.984565023978743,
0.989115923873679, 0.98119580105235, 0.984966658829833, 0.995049018361764,
0.985699818817971, 0.981343828034441, 0.971538451553456, 0.987544501631608,
0.975103151646259, 0.983042939848835, 1.14704406360761, 0.988275409253526,
0.997880735512833, 0.985246827035082, 0.99195379403876, 0.991946438353026,
0.991228721774605, 0.98244909886601, 0.994664521539574, 1.00117099945681,
0.987588599764956, 0.981270220272353, 0.993531400255081, 0.992994873623591,
0.941322945063336, 0.992362524341703, 0.988465944912684, 0.971304087411004,
0.994442039698701, 0.990261571529904, 0.993129024850839, 0.940028163936716,
0.992569588220582, 0.990729517796347, 0.985891274169108, 0.985196276813483,
0.976971769880217, 0.988344340937601, 0.98205088006423, 0.982054632951495,
0.995564650445465, 0.99279124147566, 0.994311958380038, 0.994931063089238,
0.98909246152035, 0.987124694606232, 0.972747530512232, 0.994513576850078,
0.978144729160282, 0.983762040936782, 0.991166313402811, 0.975816969039847,
0.977257382470761, 0.981320618858632, 0.940332062582305, 0.987193700205098,
0.99121170524765, 0.988368603450047, 0.977075895099673, 0.989501271336069,
0.941177839447514, 0.993096370758956, 0.994077806984173, 0.990083639170763,
0.986746513770718, 0.984002669439409, 0.941605381285602, 0.994836594565489,
0.99743248538748, 0.982560091915517, 0.997306934187626, 0.98510805161231,
0.990390905587046, 0.983989895162562, 0.990553697772825, 0.98858262347624,
0.992383306111603, 0.982057283774823, 0.940410671889268, 0.990297212783378,
0.993424193593821, 0.992949725670297, 0.988929119466318, 0.984680250776755,
0.981030088050674, 0.991280807553391, 0.986716124415253, 0.975642481390127,
0.991105722849272, 0.996267432593405, 0.97362881303532, 0.989910928427181,
0.980350941308682, 0.98991516519012, 0.985611276653715, 0.981436218402219,
0.988000502520093, 0.987240855582637, 0.992390897147804, 0.983782784021302,
0.984962948862182, 0.973598833475243, 0.981714880935421, 0.9953776778733,
0.981298877299178, 0.984111200634015, 0.977309150729949, 0.993206493287193,
0.985123768915184, 0.972332325267297, 0.993430402695618, 0.986744619062963,
0.940038886358645, 0.996359352158306, 0.992519947559718, 0.941635926228619,
0.986853389249825, 0.986566329233681, 0.940586064033203, 0.98964049880327,
0.994299177765638, 0.989336641772833, 0.974982471777395, 0.991725037033951,
0.988634260067316, 0.988988010922626, 0.976033472003406, 0.995329279715295,
0.987624863140191, 0.987433455476964, 0.992457172241, 0.975640062724905,
0.992771678738507, 0.969922049856436, 0.970588912224926, 0.972042814860941,
0.941587721707537, 0.99364015790179, 0.984469486769661, 0.9827753249964,
0.971425300767559, 0.977908619038333, 0.985300651914014, 0.98764753945874,
0.987127730781821, 0.99979830156666, 0.988891806413785, 0.983294128211319,
0.995139970416643, 0.993758707068047, 0.996964128198863, 0.987314144134598,
0.982232743414654, 0.989257923926207, 0.982723939206269, 0.989115276234854,
0.987447805103856, 0.987977598330127, 0.993820644169123, 0.989155758607875,
0.993786609501084, 0.98565611465059, 0.991510559444804, 1.06236633539332,
0.947697453169677, 0.947580324663724, 0.948506328077101, 0.993416184847402,
0.994221051346583, 0.989710065051002, 0.993431627460587, 0.998682953627684,
0.99694467587584, 0.986005147029649, 0.993799069252954, 0.993650987136926,
0.9796801536863, 0.985777504954758, 0.992264362525425, 0.967506127382548,
0.995420736365233, 0.980179696892763, 0.983089765519689, 0.987486680019729,
0.987231760906701, 0.981273708686623, 0.970472221434989, 0.982971805443712,
0.996306610905411, 0.987737503433527, 0.986226017249778, 0.989565826393623,
1.03697953258349, 0.989645635107366, 0.986358952320049, 0.984712881671605,
0.968901979285242, 0.969647607781905, 0.986650303769912, 0.985081405799814,
0.99211145020661, 0.987402394036907, 0.989332409991484, 0.990367467998379,
0.992248943608975, 0.994577913000326, 0.99176440788117, 0.995395420844391,
0.987619296160769, 0.999291465692253, 0.970261682296085, 0.987065869440211,
0.984454031675575, 0.948672848723005, 0.99581224246871, 0.991313454826497,
0.994586997329149, 0.984154028218728, 0.948389206235633, 0.994333405924941,
0.959736021972016, 0.993136651346178, 0.987572646599933, 0.990025751752658,
0.991032173690145, 0.993297973548837, 0.98842570917993, 0.978658251827365,
0.984062632487803, 0.98825654163649, 0.994799832885058, 0.995338128814523,
0.957966946582771, 0.991987927261047, 0.970155383965779, 0.989601744522348,
0.986974539300562, 0.988586664556605, 0.985276957254622, 0.948715274827156,
0.981475860140916, 0.98153603003341, 0.992856714262375, 0.983311731570701,
0.990256408394973, 0.993860276077484, 0.984734956023999, 0.98685020644487,
0.987958878879129, 0.999342155461952, 0.993945256874471, 0.982997185307611,
0.992784598463658, 0.987761105911833, 0.991230462023858, 0.984916224768876,
0.988781299541406, 0.99443708181938, 0.989383154006027, 0.987046412341961,
0.983035740956977, 0.985376285532371, 0.985938923324145, 0.989878151818208,
0.977020086378996, 0.987054549573127, 0.999581111780317, 0.977045208821391,
0.995061640904559, 0.983520511153879, 0.994192582583647, 0.988600907618789,
0.983549759154219, 0.991184213510067, 0.993796100354894, 0.987560739900178,
0.959362383705889, 0.988940592103623, 0.995082327059929, 0.988227273875666,
0.989824784031393, 0.985897101231632, 0.989453550578586, 0.994426068107311,
0.993162862093894, 0.998892275840039, 0.992924276142547, 0.988653492745427,
0.994069994801702, 0.984102457099461, 0.979608638417792, 0.9909855198971,
0.977402602549004, 0.986499719917061, 0.989747219693092, 0.968093035941732,
0.994042120367708, 0.990325920953865, 0.991783385540067, 0.985619411561411,
0.975593323770863, 0.979087873254302, 0.993097106097337, 0.989893791490496,
0.988839364351111, 0.985607651264314, 0.99268595541133, 0.99962151952706,
0.962615735162645, 0.984831116953874, 0.984347375672745, 0.981305064575824,
0.948049318626396, 1.0085935564941, 0.990640291830276, 0.958518959971507,
0.99072455897022, 0.957851096764526, 0.988171155841349, 0.982590587389317,
0.987558065224154, 0.979355740209521, 1.46850004077462, 0.97976759393657,
0.99398350903317, 0.989834280532148, 0.983819017112764, 0.99585254799379,
0.985803420174545, 0.977525088233634, 0.978259593124622, 0.988898624337675,
0.983025617939116, 0.998086615524383, 0.98748858910808, 1.0537735313047,
0.98197981807302, 0.98264948502539, 0.980204845367602, 0.990681395381057,
0.996490719529491, 0.985573956678732, 0.978925868867493, 0.993872714175171,
0.987505024021523, 0.991035762893156, 0.993082125162345, 0.98786208100824,
0.983741499823296, 2.00990718518106, 0.99231815640597, 0.991259945079344,
0.995939364835013, 0.99219234296686, 0.984340716658427, 0.991649237910762,
0.991369782831485, 0.99099775191074, 0.989570565040966, 0.988026909725421,
0.991897497700858, 0.973429404015748, 0.99158431417823, 0.993955695614259,
0.981804363941306, 0.948069020899696, 0.980877196589634, 0.983735669184165,
0.994008645754507, 0.995674156133323, 0.996246704353527, 0.990497264650957,
0.984613244537276, 0.996280766748098, 0.992536926700185, 0.991003460288392,
1.05430943941944, 0.996985313755007, 0.988217858900293, 0.967238379273827,
0.993302725807965, 0.983189222794313, 0.980819256602173, 0.985581591511119,
0.960994171134649, 0.985915538759148, 0.987220157800954, 0.992894433533673,
0.985662641817934, 0.994229394255718, 0.994598990803834, 0.987444152148712,
0.999201892167346, 0.989704234207049, 0.982287783937133, 0.965147222675779,
0.994284646495832, 0.983883690586413, 0.993115061312545, 0.993975873855421,
0.995545954946909, 0.98893124896948, 0.98959701276587, 0.990548003279884,
0.989056529663295, 0.993835410592941, 0.958176385018268, 0.971902236895854,
0.99001652093683, 0.984779012559133, 0.992205430587895, 0.988369330589318,
0.996008923840688, 0.985735086510669, 0.991412316077165, 0.990404014314878,
0.982310681895941, 0.989281126287929, 0.99053168485701, 0.994957854069325,
0.993315816451385, 0.972443050090489, 0.989047526631056, 0.994089656108634,
0.9849386232766, 0.992167605776686, 0.989173432782534, 1.00506999574732,
0.976551323034054, 0.992538792947332, 0.966842055985392, 0.991968322504659,
0.992633090435217, 0.980054498701278, 0.974256073676428, 0.986928615651084,
0.992002576365179, 1.0017489175827, 0.994317599666159, 0.99292183763006,
0.994937058304291, 0.993831736698782, 0.949173817370135, 0.993317380688462,
0.986986491456195, 0.986709667524596, 0.983172574770381, 0.994851258023277,
0.987805334156735, 0.996068366380581, 0.981568414046695, 0.949234092697448,
0.997896167676548, 0.990534462797882, 0.981928926940478, 0.990610947588292,
1.0007390237259, 0.984904620654737, 0.984656409455843, 0.958977687791657,
0.993510988587318, 0.994655283501831, 0.993165843820709, 0.991026203515853,
0.99174720663624, 0.992194476395086, 0.987776785469676, 0.984063768361208,
0.991087740597597, 0.969963685834098, 0.988555897108664, 0.996991111775625,
0.984224707708162, 0.998754628279991, 0.995152668390588, 0.98619418740551,
0.987965156985493, 0.996040698474346, 0.987454643959408, 0.990324662988882,
0.983179029710406, 0.985490545664294, 0.992317719680679, 0.987367903832175,
0.992236581024591, 0.990386182865592, 0.949120335617769, 0.989858381437184,
0.984957084794552, 0.988067321851326, 0.983413126250514, 0.988331402961148,
0.98782086571567, 0.994131176893713, 0.959942357010532, 0.99250760094156,
0.985053384798224, 0.993652255828411, 0.981199651799815, 0.984341714266054,
0.990903213413373, 0.978856988481329, 0.998933875220331, 1.01069111482153,
0.984597356785737, 0.994999829970729, 0.990677041675165, 0.988864740437275,
0.981722482048135, 0.9683778981913, 0.989164919605651, 0.986385857662931,
0.988105080634738, 0.959564540690959, 0.971108121379745, 0.987545818670154,
0.993265746021758, 0.991892692483128, 0.993771298880512, 0.990741423544887,
0.989208095714453, 0.992752245057155, 0.991158542668752, 0.98876319050383,
0.985577279017058, 0.987820077717705, 1.0012199125703, 0.995056951990433,
0.982713511605884, 0.988239808993756, 0.987174784113797, 0.994517907184848,
0.982154471113634, 0.992720577412031, 0.979269119912381, 0.995304594276288,
0.979900854791, 0.990491031718756, 0.991257965589911, 0.978657981735742,
0.979917442767955, 0.981536865468475, 0.958016220952798, 0.958119832886675,
0.992293844267074, 0.988485358248345, 0.985152368982206, 0.985189828805381,
0.973727923744209, 0.992881073050651, 0.992109525578855, 0.988065387789018,
0.989194667369135, 0.995690675254481, 0.989878769695168, 0.983527597556389,
0.993535527610056, 0.990186972095549, 0.993559929416505, 0.984804975563878,
0.989404072272233, 0.983273483874479, 0.988338234265082, 0.985175103465942,
0.990592717670063, 0.985595395978088, 0.978989613025239, 0.980062632976981,
0.991706068095296, 0.992602894032771, 0.993481358822751, 0.991599889760148,
0.988929226242312, 0.985821190953582, 0.992613181041767, 0.979317095770807,
0.987966461130553, 0.99270954673479, 0.984837394657009, 0.990108851658414,
0.985648512913423, 0.989973951715293, 0.975982510555653, 0.984508770182138,
0.990102138926745, 0.981360837662692, 0.977938273994261, 0.995855106807139,
0.986128827773849, 0.990271940549767, 0.982970742171318, 1.02245130363029,
0.981607155023405, 0.986789180261148, 0.982557125658346, 0.979780347436687,
0.98721480052903, 0.994462248119677, 0.977820849318959, 0.991574484460369,
0.975000501654301, 0.981139802148919, 0.99438898082633, 0.992834777249628,
0.989056736190079, 1.00040670790781, 0.988508511631511, 0.98298088390575,
0.978434540860073, 0.991620404437292, 0.988871450041683, 0.969331761989963,
0.971574125174876, 0.988308172047662, 0.986697174482208, 0.979711333173391,
0.982840252773904, 0.986338603376755, 0.969374281799805, 0.984338862291571,
0.995577636698853, 0.989312547895234, 0.983917509371819, 0.993199946429046,
0.990163950760556, 0.988371634268413, 0.989208030940952, 0.989039716915633,
0.990336957496707, 0.98655790695136, 0.993300441441268, 0.987031366091248,
0.983381536759245, 0.987551483962888, 0.992290472542636, 0.94811603695988,
0.986022699902991, 0.985151938340532, 0.958306709911475, 0.979784192224653,
0.987035820110105, 1.00242338719232, 1.09510791479512, 0.989181186461487,
0.987912823250758, 0.99863076374225, 0.993107649189036, 0.94734604955728,
0.992716209280243, 0.992909984537536, 0.98903581550799, 0.960270358098369,
0.990511627007049, 0.996599933595657, 0.99373097217623, 0.991224097226323,
0.996144775412911, 0.980393155899631, 0.990248623273015, 0.994624552963482,
0.994677858223751, 0.984840504985195, 0.988598107501006, 0.994741487976835,
0.992608952320738, 0.9960386249582, 0.993425236238974, 0.987092354799719,
0.995307854944628, 0.992599955043887, 0.986016543014118, 0.98923413742122,
0.996416457395322, 0.987902915877789, 0.990516562177354, 0.987900473705687,
0.979039058168501, 0.989669562172028, 0.991189836636712, 0.995132135227707,
0.985297646387324, 0.993339812283649, 0.993173149364053, 0.988745247221923,
0.980426371096643, 0.986207818069018, 0.980394601416818, 0.978555736137747,
0.990994386401542, 0.985764066937292, 0.985412129117405, 0.980015494359419,
0.990480389701944, 0.97684312060199, 0.991446981336392, 1.00116175727936,
0.978950575834788, 0.993521480988042, 0.991648401905307, 0.993434601771062,
0.977963836584163, 0.974690680519584, 0.98841633270768, 0.986984428003904,
0.990427400580944, 0.981459723699483, 0.947075764339871, 0.977328773972949,
0.99424725150207, 0.980962836491327, 1.00830440429762, 0.98688913959711,
0.982699512556833, 0.956399141261032, 0.948016648190642, 0.992689811134631,
0.971400268492175, 0.984769749911726, 0.979428251920768, 0.995607391182983,
0.986939331856772, 0.992520307327858, 0.979612156861382, 0.975264221500887,
0.984386003860308, 0.948060579092881, 0.992660118046433, 0.99011506036468,
0.977384245356258, 0.994202851366063, 0.985031388000065, 0.968137083297476,
0.99624425035947, 0.990960435922631, 0.98182096314429, 0.991578740229122,
0.988478720919795, 0.994401059993902, 0.982813960506226, 0.983965289268356,
0.987539761137187, 0.989564679598646, 0.982038790935274, 0.994710006237435,
0.992212424472802, 0.996150433530999, 0.994807649896103, 0.99637943870832,
0.995672468698718, 0.995861113190064, 0.994841315865967, 0.993252051606775,
0.996977878307153, 0.992586045479988, 0.995491562520501, 1.00754176228565,
0.987226998017493, 0.988477287217066, 0.981623904104556, 0.997210318043823,
0.988138555183124, 0.947653168904053, 0.983330377472175, 0.991886750744573,
0.991008014341246, 0.988752652197264, 0.985561545370618, 0.997301644462201,
0.990119019354091, 0.99110710280268, 0.991087553915313, 0.992691186386205,
0.992392659891967, 0.994007504795125, 0.989759645941334, 0.968038114383556,
0.999712078783847, 0.985413439992997, 0.985066932206326, 0.977057578975238,
0.98414350899956, 0.99231625973636, 0.983966628044427, 0.988302442854186,
0.99136990508743, 0.982318340454623, 0.959316256055453, 0.98766790226682,
0.985910781876513, 0.983457984204118, 0.995254584772376, 0.94739700250061,
0.983545968533603, 0.990996202700235, 0.992222012723603, 0.984766255093323,
0.988916580813496, 0.992579612939559, 0.984903512331695, 0.98579310050627,
0.989492152367204, 0.948212442825918, 0.978798423840424, 0.994647815261561,
0.992729732884832, 0.984762830777553, 0.988809674382846, 0.987449079674661,
0.993124922624167, 0.984240722666812, 0.982958188168135, 0.988940171296794,
0.984778205555979, 0.98470196552884, 0.97047436215384, 0.980683187937235,
0.981773475299393, 0.989360402837985, 0.948192435393314, 0.9955915938481,
0.984307287262391, 1.00375711370941, 0.993411299942024, 0.991817658684751,
0.974617579864373, 0.976112460220814, 0.990279786771359, 0.987357439644279,
0.989188895033904, 0.988051896146221, 0.991700741231218, 0.989278456457191,
0.992091043485773, 0.985645601743007, 0.981200799226758, 0.989423163200212,
0.98261122971215, 0.957931889738342, 0.995833054662517, 0.980900727169924,
0.984163354778872, 0.98866082161488, 0.98311985922021, 0.980039285797361,
0.984185355079646, 0.993888796178755, 0.99160728978809, 1.01101154968202,
0.984790030232002, 0.992142596957024, 0.991810076309541, 0.994741358724956,
0.984245899823941, 0.984119609590322, 0.977710932780568, 0.987578003815161,
0.987712310159083, 0.994186838513339, 0.989529911966339, 0.983932035868442,
0.991536054036094, 0.946976364447842, 0.979752632018005, 0.980999284235119,
0.992157721784819, 0.986074967928019, 0.987221441796246, 0.984377626875693,
0.986807334018069, 0.991741819378953, 0.993620435075629, 0.970665291523009,
0.979299800136786, 0.960031297518638, 0.990953489550719, 0.992071043722345,
0.991659770626968, 0.993332467676824, 0.987520398311416, 0.974103130077131,
0.983688530227594, 0.992740798769396, 0.983840461631332, 0.989580184616565,
0.990372449838865, 0.992395095176113, 0.99206978915809, 0.987810579014664,
0.996383726524398, 1.20800287100677, 0.988640726289668, 0.977648848603168,
0.983425528984312, 0.985390078145835, 0.995205321509637, 0.987850702781916,
0.987013547208163, 0.989897954356211, 0.991643636635684, 0.995577856567762,
0.948239077979383, 0.992231365129742, 0.991275762507677, 0.98556877536748,
0.994673583769948, 0.99477288423633, 0.977136389118883, 0.986165054583872,
0.98345538933971, 0.984982724749555, 0.990966464022204, 0.993067278342887,
0.985682351185022, 0.985571013169525, 0.984812771087996, 0.947146364007291,
0.990158349111925, 0.98566296795595, 0.979899595487668, 0.986706680817536,
0.994875935222748, 0.99018353227635, 0.985533676006022, 0.99267507078154,
0.984260045453937, 0.994867069299557, 0.993576140164468, 0.995148753501651,
0.987160003388733, 0.991728922535474, 0.9874560876991, 1.0006003960535,
0.993513807010869, 0.987207287660402, 0.993442753317097, 0.990024945647377,
0.989626964358532, 0.989995230207715, 0.969707338044023, 0.988898904392643,
0.996495073075646, 0.995567359714433, 0.97795261833374, 0.987345586545789,
0.993143669248575, 0.994401517942182, 0.985675068581533, 0.991858977081004,
0.992748595365711, 0.992411450726301, 0.980921609970558, 0.981610406954131,
0.990345633195606, 0.985312096514577, 0.992102561158339, 0.994117286719606,
0.980014893050299, 0.98665578709543, 0.980465650923374, 0.981544578599902,
0.988970106123353, 0.987933613055637, 0.989013504087631, 0.980764197928491,
0.993465041039486, 0.971000462726318, 0.990967877923891, 0.990806354318273,
0.957327416148145, 0.990229840707051, 0.970807159958577, 0.981478037666377,
0.988990911524017, 0.960148571208582, 0.991997465150156, 0.987919518592145,
0.978127985105139, 0.988993798913394, 0.9918008677578, 0.98191319214057,
0.993424756262823, 0.981048749555761, 0.987771424494969, 0.980544941799292,
0.991482192941331, 0.988033154304048, 0.986759435972672, 0.997947446255292,
0.986225875898195, 0.966592223855612, 0.965166553726069, 0.992070952871691,
0.984634824047697, 0.987937720254773, 0.989229672746904, 0.989261343424837,
0.99621933999311, 0.993795522861583, 0.990373525993291, 0.96571014595558,
0.977385116685806, 0.98371939775034, 0.970156356987133, 0.982928490213073,
0.988663318648668), .Dim = c(864L, 5L), .Dimnames = list(c("A1CF",
"AANAT", "ABCB4", "ABCB5", "ABCC9", "ABCG4", "ABCG5", "ABHD16B",
"ACAN", "ACKR4", "ACMSD", "ACOXL", "ACSM2A", "ACSM2B", "ACTC1",
"ACTN3", "ADAM21", "ADAM23", "ADAMTS19", "ADAMTSL1", "ADCY8",
"ADCYAP1", "ADCYAP1R1", "ADGRD1", "ADGRG5", "ADGRL4", "ADH1B",
"ADRA1A", "ADRA1B", "ADRA1D", "ADRA2C", "AFM", "AIM2", "AIRE",
"AJAP1", "ALK", "ALLC", "ALOX12", "AMER2", "AMIGO3", "ANGPT4",
"ANGPTL5", "ANKRD24", "ANKRD30B", "ANKRD30BL", "ANKRD55", "ANO3",
"APBB1IP", "APOBEC2", "AQP6", "ARHGAP15", "ARHGAP6", "ARHGEF15",
"ARID3C", "ARR3", "ARSF", "ARSH", "ART3", "ASB11", "ASB14", "ASCL1",
"ASIP", "ASPDH", "ASPN", "ASTN1", "ATCAY", "ATP1B2", "ATP2B2",
"ATRIP", "AVPR2", "B3GALT2", "B3GALT5", "BANF2", "BHLHE22", "BMX",
"BNC2", "BOLL", "BPIFA1", "BRSK2", "BTNL8", "BTNL9", "C1QTNF7",
"C1QTNF9B", "C3AR1", "C4BPA", "C8A", "CA1", "CACNA1B", "CACNA1E",
"CACNA1H", "CACNB2", "CALHM3", "CALML6", "CALR3", "CARNS1", "CASP5",
"CASQ1", "CASS4", "CATIP", "CAV3", "CBLN4", "CCDC103", "CCDC141",
"CCDC177", "CCL13", "CCL25", "CCR1", "CCR4", "CCR7", "CD1D",
"CD226", "CD247", "CD28", "CD300E", "CD300LG", "CD3G", "CD4",
"CD48", "CD5", "CD80", "CD84", "CD86", "CD8A", "CDH16", "CDH20",
"CDH6", "CDH7", "CDH8", "CDHR2", "CDHR4", "CDKL4", "CEBPE", "CELA2A",
"CELF6", "CEMP1", "CHIA", "CHIT1", "CHKB-CPT1B", "CHRM4", "CHRM5",
"CHRNA1", "CHRNA9", "CHSY3", "CIITA", "CILP", "CKMT2", "CLDN2",
"CLDN5", "CLDN6", "CLEC4F", "CLIC5", "CLRN1-AS1", "CLRN3", "CLVS1",
"CLVS2", "CMKLR1", "CMTM2", "CNR2", "CNTN6", "CNTNAP4", "COL19A1",
"COL21A1", "COL24A1", "COL26A1", "COL9A1", "CORIN", "CPED1",
"CPLX3", "CPN2", "CR1", "CR2", "CRISP3", "CRMP1", "CSN3", "CSRP3",
"CT55", "CTNNA2", "CTNNA3", "CTSE", "CX3CR1", "CXADRP3", "CXCL9",
"CXCR2", "CXCR3", "CXCR6", "CYBB", "CYP17A1", "CYP1A2", "CYP2C18",
"CYP2W1", "CYP3A7", "CYP4A11", "CYSLTR1", "CYTH4", "DAB1", "DACH2",
"DAW1", "DCC", "DCDC2B", "DCLK3", "DCST1", "DDX4", "DES", "DGKB",
"DIRC1", "DKK2", "DKK4", "DLEU7", "DLK1", "DLX5", "DMBX1", "DMRT2",
"DMRT3", "DMRTA2", "DNASE1L2", "DNASE1L3", "DOCK2", "DOCK3",
"DPEP1", "DPF3", "DPP10", "DPPA4", "DPYS", "DPYSL5", "DRAIC",
"DSPP", "DUOXA2", "DYSF", "EBF2", "EBF3", "EFCAB12", "ELAVL3",
"EMID1", "EMILIN3", "ENDOU", "ENPEP", "ENPP2", "ENTHD1", "EOMES",
"EPHA3", "EPHA6", "EPHA8", "EPO", "EPS8L3", "ERAS", "ERMN", "ESPNL",
"ETNPPL", "EVI2A", "EVI2B", "EXO1", "F10", "F5", "FAM124B", "FAM133A",
"FAM149A", "FAM151A", "FAM163A", "FAM186B", "FAM43B", "FAM66A",
"FAM71F1", "FAM9B", "FAM9C", "FBXO39", "FCER2", "FCN2", "FER1L6",
"FEV", "FFAR2", "FGB", "FGD5", "FGF8", "FGFR3", "FLG", "FLG2",
"FLRT1", "FLT4", "FMN2", "FMO1", "FOXD4L5", "FOXE3", "FOXF1",
"FOXH1", "FOXL2", "FOXQ1", "FREM1", "FREM2", "FRMD1", "FRMPD4",
"FRRS1L", "FSBP", "G6PC", "GABBR2", "GABRB2", "GABRD", "GABRR2",
"GALNT12", "GALNT13", "GALNT4", "GAP43", "GATA1", "GBP5", "GCM2",
"GDAP1L1", "GDF7", "GDNF", "GFI1", "GFRA2", "GH1", "GHRH", "GIMAP4",
"GIMAP8", "GJD4", "GLDN", "GLI2", "GLIS3-AS1", "GLP2R", "GLYAT",
"GNA14", "GNAO1", "GNAZ", "GNG3", "GNRH2", "GOLGA6A", "GP5",
"GPC5", "GPLD1", "GPM6A", "GPR132", "GPR162", "GPR171", "GPR173",
"GPR174", "GPR18", "GPR182", "GPR183", "GPR19", "GPR34", "GPR52",
"GPR61", "GPR63", "GPR83", "GPRC5D", "GRIA2", "GRID2", "GRIK1",
"GRIN3A", "GRM2", "GRM4", "GRM8", "GRPR", "GTF2A1L", "GUCA2A",
"GUCY1A2", "GYPA", "GYPE", "GZMK", "HABP2", "HAL", "HAND1", "HAND2",
"HAO2", "HAPLN1", "HAPLN4", "HAR1A", "HAR1B", "HBE1", "HBG2",
"HCK", "HCN1", "HCN2", "HCRT", "HCRTR1", "HDC", "HECW2", "HFM1",
"HHLA2", "HIGD1B", "HORMAD1", "HOXA11", "HOXA11-AS", "HOXB5",
"HOXB8", "HOXB9", "HOXD8", "HOXD9", "HPCAL4", "HPN-AS1", "HPR",
"HRH2", "HRH4", "HRNR", "HSF5", "HSPA12B", "HTR1D", "HTR1F",
"HTR2B", "HTR4", "IDO2", "IFITM5", "IFNL2", "IFNL3", "IGF2-AS",
"IGF2BP1", "IGLL1", "IGSF11", "IHH", "IL10", "IL12RB1", "IL12RB2",
"IL13", "IL18RAP", "IL19", "IL21R", "IL2RA", "IL2RB", "IL2RG",
"ILDR2", "IMPG1", "IMPG2", "INHBA-AS1", "INSL6", "INSRR", "IPCEF1",
"IRGC", "IRS4", "ISL2", "ISLR2", "ITGA8", "ITGAL", "ITGAX", "ITIH2",
"ITIH3", "ITIH6", "ITK", "KBTBD12", "KCNA2", "KCNA3", "KCNC1",
"KCNG3", "KCNH1", "KCNH2", "KCNH3", "KCNH4", "KCNH6", "KCNIP1",
"KCNJ10", "KCNJ13", "KCNJ3", "KCNJ8", "KCNJ9", "KCNK9", "KCNS1",
"KCNS2", "KCNT1", "KCNT2", "KCNV1", "KCNV2", "KCTD16", "KIAA0087",
"KIAA0408", "KIF17", "KIF18A", "KL", "KLHL30", "KLHL32", "KLHL4",
"KLHL6", "KLRK1", "KRT4", "KRTAP5-7", "KRTAP5-8", "KRTAP5-9",
"KY", "LAMP5", "LAX1", "LCN15", "LCNL1", "LDB2", "LDHAL6A", "LEFTY2",
"LGI2", "LGR5", "LHX2", "LINC00092", "LINC00304", "LINC00310",
"LINC00482", "LINC00632", "LINC00652", "LINC00671", "LINC00922",
"LINC01124", "LINC01565", "LINGO3", "LIPC", "LIPF", "LIX1", "LMAN1L",
"LPAR4", "LRRC15", "LRRC19", "LRRC25", "LRRC4B", "LRRC70", "LRRC74A",
"LRRN3", "LRRTM4", "LTK", "LY86-AS1", "LY9", "LYVE1", "MAB21L3",
"MAFA", "MAGED4", "MAGEE2", "MAL", "MAP1LC3C", "MASP2", "MBOAT4",
"MCF2", "MEF2B", "MEFV", "MEOX1", "MEOX2", "MEP1B", "MGAT3",
"MILR1", "MIMT1", "MMP21", "MMP23B", "MMP24", "MMRN1", "MPEG1",
"MPL", "MS4A10", "MSTN", "MTMR7", "MTNR1A", "MYBPH", "MYCN",
"MYCT1", "MYH15", "MYL4", "MYO18B", "MYO7B", "MYOC", "MYOT",
"MYRIP", "NCAN", "NCKAP1L", "NDST3", "NETO1", "NGF", "NKX3-2",
"NKX6-1", "NLRC3", "NME9", "NMUR1", "NOS1", "NOTUM", "NPAP1",
"NPAS4", "NPHP3-AS1", "NR1H4", "NR1I2", "NR1I3", "NR2E1", "NR2F1",
"NRG3", "NTNG1", "NTS", "NUTM1", "NUTM2A", "NXNL1", "ODF3L2",
"OGDHL", "OLFML1", "OLR1", "OMD", "ONECUT2", "OPRK1", "OR2AE1",
"OTC", "OTOF", "OTOS", "P2RY13", "P2RY14", "PACSIN1", "PAQR9",
"PARP15", "PARVG", "PAX5", "PAX6", "PCDH10", "PCDH12", "PCDH8",
"PCDHA1", "PCDHA2", "PCDHA7", "PCDHA8", "PCDHB11", "PCDHGA1",
"PCDHGA3", "PCDHGA4", "PCDHGA5", "PCDHGA9", "PCDHGB2", "PCDHGB4",
"PCDHGC5", "PDE10A", "PDE3B", "PDE7B", "PEAR1", "PFKFB1", "PGAM2",
"PGLYRP1", "PHACTR1", "PHACTR3", "PHGR1", "PIK3CG", "PIK3R5",
"PIPOX", "PKDREJ", "PKHD1L1", "PLA2G2A", "PLA2G5", "PLG", "PLK5",
"PLVAP", "PLXNA4", "PNLDC1", "PNPLA1", "PNPLA5", "PODN", "POLQ",
"POTEC", "POU3F2", "POU4F1", "PP2D1", "PPEF1", "PPP1R16B", "PREX2",
"PRND", "PROK1", "PROK2", "PRR18", "PRSS37", "PRSS53", "PSMB11",
"PSTPIP1", "PTGDR2", "PTPN5", "PTPRO", "PXDNL", "RAB40A", "RANBP3L",
"RASAL3", "RBM20", "RBP2", "RDH12", "RFTN2", "RGS22", "RGS7",
"RGS7BP", "RNF133", "RNF222", "ROBO2", "ROS1", "RP1L1", "RPL3L",
"RSPH6A", "RSPO2", "RUFY4", "RXFP1", "RXRG", "S100G", "SALL4",
"SATB2-AS1", "SCARA5", "SCARNA9", "SCGB2B2", "SCN10A", "SCN2B",
"SCN3A", "SCN7A", "SDS", "SELP", "SEMA5B", "SERPINC1", "SERPIND1",
"SFTPB", "SH2D1A", "SH2D7", "SH3GL2", "SHD", "SHE", "SHH", "SHISA7",
"SHOX", "SIGLEC1", "SIRPB2", "SIT1", "SIX2", "SLA2", "SLAMF1",
"SLAMF6", "SLC10A6", "SLC15A1", "SLC19A3", "SLC24A5", "SLC25A2",
"SLC25A31", "SLC25A47", "SLC25A48", "SLC26A5", "SLC26A9", "SLC28A1",
"SLC2A14", "SLC2A2", "SLC30A10", "SLC34A3", "SLC35F1", "SLC35F4",
"SLC36A2", "SLC38A11", "SLC4A9", "SLC51B", "SLC7A3", "SLC8A3",
"SLC9C2", "SLCO1B3", "SLCO2B1", "SLFNL1", "SMAD6", "SMTNL1",
"SNAI3", "SNAP91", "SNX20", "SOGA3", "SOWAHA", "SOX17", "SPAG17",
"SPATA22", "SPATA25", "SPEF1", "SPP2", "SRL", "SRPK3", "SRRM4",
"SSTR1", "ST6GALNAC1", "ST7-AS1", "ST7-AS2", "STAB2", "STK31",
"STMN4", "STON1-GTF2A1L", "STRA8", "SUSD5", "SV2C", "SYN3", "SYPL2",
"SYS1-DBNDD2", "SYT6", "SYTL5", "TACR1", "TAS1R3", "TAT", "TBC1D10C",
"TBR1", "TBX4", "TCF15", "TCL1B", "TCP11", "TCTE1", "TDGF1",
"TEKT5", "TENM4", "TESPA1", "TEX19", "TG", "THEM5", "THPO", "TIAF1",
"TLDC2", "TLR10", "TLR9", "TM4SF19", "TMED7-TICAM2", "TMEM100",
"TMEM132B", "TMEM132C", "TMEM132E", "TMEM150B", "TMEM190", "TMEM196",
"TMEM233", "TMEM240", "TMEM26", "TMPRSS11A", "TMPRSS6", "TMPRSS9",
"TNFAIP8L3", "TNFRSF17", "TNFSF11", "TNFSF18", "TNFSF4", "TNR",
"TREML1", "TREX2", "TRHDE", "TRPA1", "TRPC4", "TSGA10IP", "TSKS",
"TSPEAR", "TTC16", "TUBA3D", "TUBB1", "UBE2QL1", "UBE2U", "UBL4B",
"UGT3A2", "UNC5D", "UPK1B", "USH1G", "USP50", "VCX3B", "VIP",
"VN1R2", "VSTM2A", "VSTM2L", "VSTM5", "VSX2", "VWA5B2", "WDR72",
"WDR87", "WFDC1", "WFIKKN2", "WNT16", "WNT8B", "WSCD1", "WT1",
"XCL1", "XIRP1", "XKR4", "XKR7", "ZAN", "ZAP70", "ZBP1", "ZBTB32",
"ZDHHC19", "ZFP42", "ZFPM2", "ZIC1", "ZIC4", "ZIC5", "ZIM3",
"ZNF366", "ZNF541", "ZNF648", "ZNF80"), c("Basal", "Luminal progenitor",
"Luminal mature", "Adipose", "Stromal")))
cellPropsRNA<-RPCfunc(RNAseqData,Amat)
cellPropsRNA<-cellPropsRNA[c("Luminal progenitor","Luminal mature","Basal"),]
cellPropsRNA<-t(cellPropsRNA)/colSums(cellPropsRNA)
if(hasArg(DNAmeData)){
if(ncol(RNAseqData)!=ncol(DNAmeData)){
stop("Data is included in the slot for RNA-seq, but it has a different number of samples (columns) to the data in the slot for DNAme.")
}
cellProps[,"lumin.prog"]<-(cellProps[,"lumin.prog"]+cellPropsRNA[,"Luminal progenitor"])/2
cellProps[,"lumin.mat"]<-(cellProps[,"lumin.mat"]+cellPropsRNA[,"Luminal mature"])/2
cellProps[,"basal"]<-(cellProps[,"basal"]+cellPropsRNA[,"Basal"])/2
}else{
cellProps<-cellPropsRNA[,c("Luminal progenitor","Luminal mature","Basal")]
colnames(cellProps)<-c("lumin.prog", "lumin.mat", "basal")
}
rm(list="cellPropsRNA")
}
if(hierarchical){
centEpiFibFatIC<-structure(c(0.151047223, 0.089837755, 0.11029363, 0.075530074,
0.181012573, 0.148632286, 0.102398961, 0.032033718, 0.105805217,
0.11701097, 0.188664121, 0.192570267, 0.042888212, 0.183195491,
0.159538472, 0.122443175, 0.027930996, 0.166842933, 0.184664845,
0.116260617, 0.099009945, 0.135284626, 0.090349859, 0.055397153,
0.033869298, 0.070733808, 0.079183788, 0.190260723, 0.070707124,
0.037702329, 0.052116502, 0.127183568, 0.178473859, 0.052088903,
0.098661112, 0.031065457, 0.081735728, 0.89643114, 0.104509514,
0.039695412, 0.033679188, 0.111568799, 0.164722637, 0.041585986,
0.130598328, 0.131972704, 0.031824821, 0.150248773, 0.160420542,
0.096515963, 0.115236301, 0.189402174, 0.092345346, 0.151886968,
0.096214016, 0.141280232, 0.090143705, 0.030329355, 0.12847573,
0.061963659, 0.097195514, 0.088469747, 0.138296865, 0.866778846,
0.126506537, 0.154767171, 0.080744018, 0.094586092, 0.088965314,
0.061231106, 0.109189031, 0.115855236, 0.101495144, 0.038497175,
0.071048907, 0.124314922, 0.033347706, 0.07242017, 0.109392626,
0.878229412, 0.017432124, 0.138489126, 0.934595436, 0.026773181,
0.845102106, 0.069953155, 0.912989054, 0.029886512, 0.89368636,
0.155397012, 0.127069548, 0.019386274, 0.133916026, 0.895834221,
0.07084022, 0.058283262, 0.119295346, 0.061549014, 0.121303786,
0.051779463, 0.075023163, 0.082786919, 0.072395479, 0.893224155,
0.044811799, 0.141270232, 0.118739826, 0.968542378, 0.075318547,
0.927816188, 0.063468959, 0.920157115, 0.938082177, 0.909664559,
0.886190242, 0.839852101, 0.871716652, 0.936767109, 0.934093902,
0.861741816, 0.919095192, 0.886171088, 0.780639897, 0.920921081,
0.79338499, 0.89590789, 0.944511767, 0.932632897, 0.726253699,
0.128427863, 0.835475158, 0.875037865, 0.789746025, 0.871871,
0.918042585, 0.828220577, 0.789637164, 0.889841192, 0.880486638,
0.882058087, 0.86130725, 0.872818082, 0.855664344, 0.862456912,
0.87045557, 0.872575534, 0.895330995, 0.821088123, 0.874579838,
0.908027809, 0.806544204, 0.784030036, 0.882467699, 0.808823479,
0.85484323, 0.811255022, 0.878422093, 0.848756892, 0.849917882,
0.894243282, 0.893436568, 0.046587862, 0.746812336, 0.670096241,
0.822835103, 0.784207841, 0.923408614, 0.793503467, 0.919605572,
0.784698154, 0.73306237, 0.856021726, 0.857339098, 0.109319453,
0.765146359, 0.947185936, 0.775372621, 0.757156908, 0.851614533,
0.872361399, 0.10771838, 0.833798231, 0.908860414, 0.634478481,
0.883666509, 0.723600296, 0.736407601, 0.799142453, 0.779087359,
0.729894496, 0.793612529, 0.843716249, 0.856678267, 0.753451081,
0.797011495, 0.778981489, 0.803697322, 0.884158743, 0.810979558,
0.822708856, 0.781379073, 0.740971268, 0.704975286, 0.772351281,
0.187309816, 0.770525974, 0.844279925, 0.736732547, 0.136721368,
0.814673608, 0.222285401, 0.780075174, 0.945050985, 0.834821428,
0.733993255, 0.868764036, 0.803565878, 0.860719011, 0.871776295,
0.757386645, 0.93985546, 0.079780639, 0.703097787, 0.92350427,
0.755277204, 0.853708969, 0.734981712, 0.736426188, 0.855709782,
0.835848402, 0.741259235, 0.785991077, 0.151076291, 0.744706611,
0.885248934, 0.821110571, 0.765011954, 0.757947632, 0.846489368,
0.680570987, 0.098575087, 0.85265669, 0.806511501, 0.733104011,
0.789991314, 0.748373836, 0.752969756, 0.703921224, 0.171297804,
0.888355668, 0.730729774, 0.94014428, 0.759814881, 0.940962709,
0.838551418, 0.801741421, 0.846784015, 0.971827022, 0.716630273,
0.790033974, 0.739555734, 0.720650363, 0.830579827, 0.71696032,
0.703258112, 0.7766142, 0.866245563, 0.725070481, 0.745446174,
0.714792494, 0.757116867, 0.736295687, 0.875100506, 0.765991492,
0.921942208, 0.197409489, 0.773469075, 0.873795247, 0.749913292,
0.849681614, 0.019065437, 0.061622449, 0.07417555, 0.058124556,
0.046140042, 0.023039508, 0.057289724, 0.01882691, 0.069983624,
0.06975528, 0.171129821, 0.923488104, 0.879551623, 0.028138542,
0.087158764, 0.081937244, 0.111974279, 0.038368193, 0.066055519,
0.103169102, 0.020911266, 0.089777958, 0.936169602, 0.905170808,
0.057017268, 0.87686502, 0.841640046, 0.081684426, 0.88130072,
0.118612532, 0.033224757, 0.046735621, 0.062327741, 0.035914367,
0.896732701, 0.920119395, 0.961898113, 0.149228268, 0.858904061,
0.882809402, 0.114163912, 0.807525735, 0.103809442, 0.778748946,
0.918011662, 0.193204326, 0.123884273, 0.835276349, 0.106312498,
0.055233493, 0.088293979, 0.874353514, 0.720741413, 0.049111352,
0.75906562, 0.782318084, 0.092333859, 0.836661278, 0.177084992,
0.894358563, 0.913006479, 0.80063316, 0.102254621, 0.067952737,
0.87760889, 0.139975448, 0.198842458, 0.805231692, 0.098524517,
0.86832992, 0.884482169, 0.858640502, 0.111197632, 0.213035555,
0.848873014, 0.211120727, 0.739386202, 0.765386503, 0.110453739,
0.855798301, 0.846197882, 0.840294911, 0.882735716, 0.158345934,
0.23343989, 0.090710059, 0.834973704, 0.926868152, 0.061383125,
0.153634315, 0.14355699, 0.060857726, 0.958179198, 0.960217473,
0.979050624, 0.949707978, 0.961510068, 0.974079303, 0.963317302,
0.945436487, 0.948749876, 0.969251027, 0.967055378, 0.971717091,
0.963138365, 0.939334849, 0.976439897, 0.939391889, 0.969818542,
0.949106007, 0.952183113, 0.957832963, 0.959132224, 0.951668031,
0.961547644, 0.946209115, 0.96068807, 0.929998275, 0.956404457,
0.97439224, 0.959231946, 0.919343764, 0.923749816, 0.964874643,
0.961858306, 0.938191902, 0.928872106, 0.964190507, 0.944572582,
0.966245995, 0.960532068, 0.93239526, 0.966492457, 0.070157164,
0.935156616, 0.935704098, 0.938053101, 0.020283187, 0.918868413,
0.027810622, 0.943959551, 0.972803498, 0.949767623, 0.946218286,
0.898684928, 0.038739439, 0.959339961, 0.970211186, 0.971512084,
0.913745264, 0.026576755, 0.955136825, 0.951512234, 0.952353028,
0.027981553, 0.045542167, 0.02200886, 0.034890777, 0.941374444,
0.022228345, 0.075890418, 0.944606633, 0.957046635, 0.028795727,
0.947190121, 0.050899997, 0.939017164, 0.910998476, 0.033005301,
0.963585656, 0.017120525, 0.971363768, 0.028045718, 0.0501181,
0.0582625, 0.028589143, 0.945694689, 0.942965071, 0.949064254,
0.970428165, 0.024444884, 0.96812178, 0.964016664, 0.947407399,
0.955123327, 0.035733723, 0.943536434, 0.962956613, 0.032259752,
0.968057673, 0.033731525, 0.961720536, 0.012861398, 0.03895036,
0.041402122, 0.923797348, 0.913032741, 0.037300359, 0.928599561,
0.931462549, 0.038120832, 0.020779506, 0.965115604, 0.96901084,
0.955306144, 0.011819189, 0.044711223, 0.01658659, 0.0155586,
0.022978355, 0.984832164, 0.948686291, 0.873136648, 0.832330515,
0.828926572, 0.876782206, 0.876968747, 0.815007696, 0.86039397,
0.766113038, 0.762470273, 0.912567653, 0.917471261, 0.712008186,
0.970039617, 0.736436617, 0.809816069, 0.720959738, 0.762888748,
0.908346478, 0.687146038, 0.731871283, 0.747607938, 0.850469278,
0.635704543, 0.677585387, 0.645734216, 0.731939036, 0.870615591,
0.687803222, 0.645101834, 0.603056417, 0.709245469, 0.794510567,
0.962918262, 0.606826777, 0.65999376, 0.653160517, 0.397171932,
0.816739925, 0.63098021, 0.554437406, 0.560030422, 0.720263659,
0.611221245, 0.590106602, 0.640148708, 0.521969685, 0.625835459,
0.774515123, 0.540605683, 0.595793387, 0.760116176, 0.580187492,
0.597472663, 0.54986697, 0.596909904, 0.628241017, 0.487595058,
0.565505784, 0.479256275, 0.507566823, 0.56692678, 0.528146064,
0.497556484, 0.595735627, 0.528579914, 0.512986315, 0.459606288,
0.445859848, 0.429991414, 0.525264468, 0.543844645, 0.52263972,
0.442204478, 0.424031711, 0.421644054, 0.418924761, 0.381741956,
0.442591617, 0.464595064, 0.444671891, 0.561906879, 0.517020701,
0.379561619, 0.44016801, 0.483083544, 0.575753899, 0.385979097,
0.425581148, 0.474732343, 0.432520292, 0.370983931, 0.425360394,
0.504102794, 0.396094216, 0.373720033, 0.381110256, 0.507031176,
0.558368149, 0.363564163, 0.325734177, 0.510396013, 0.395090754,
0.558708689, 0.313563791, 0.425392329, 0.403394026, 0.500590405,
0.328001038, 0.62146983, 0.347077364, 0.276079939, 0.201873458,
0.188399976, 0.141494049, 0.123915591, 0.265267094, 0.225152032,
0.30398109, 0.124643165, 0.309394443, 0.230773423, 0.160943355,
0.36006539, 0.140466659, 0.205259619, 0.229072257, 0.112811519,
0.118391538, 0.703588785, 0.295560138, 0.263442869, 0.230774456,
0.302996212, 0.275300019, 0.288141571, 0.129182526, 0.213955196,
0.212688704, 0.254495196, 0.303741979, 0.238303149, 0.266162769,
0.176733506, 0.224660288, 0.24949119, 0.241973845, 0.197600498,
0.233094363, 0.224836276, 0.137252043, 0.17853397, 0.242516897,
0.260836672, 0.315236543, 0.2623056, 0.320557991, 0.151257763,
0.290419181, 0.261364307, 0.292024586, 0.813776213, 0.168386908,
0.083485492, 0.272534109, 0.061151225, 0.32039566, 0.268637564,
0.313105967, 0.143436309, 0.211780696, 0.284300519, 0.314884586,
0.693088948, 0.228897052, 0.344136855, 0.135887456, 0.205301929,
0.316715432, 0.28970224, 0.741606595, 0.098663682, 0.311897171,
0.140741117, 0.151079955, 0.204959954, 0.269304041, 0.127244868,
0.216940514, 0.14863546, 0.113121861, 0.253086235, 0.306345426,
0.230275571, 0.253402787, 0.235224066, 0.168557293, 0.322892323,
0.19519089, 0.264414979, 0.261399855, 0.128539978, 0.150358491,
0.177964056, 0.755993783, 0.286096449, 0.293581813, 0.210224226,
0.798164133, 0.278771942, 0.820648066, 0.133427194, 0.226618159,
0.237740289, 0.233839365, 0.278516869, 0.288638221, 0.210213442,
0.273100677, 0.240793755, 0.251235759, 0.856939464, 0.149589271,
0.201672558, 0.2595331, 0.332546058, 0.187490826, 0.087468365,
0.287105373, 0.265805886, 0.126704989, 0.275213793, 0.641930626,
0.086181905, 0.20472111, 0.267421705, 0.122354111, 0.228278587,
0.246984749, 0.165709786, 0.708177999, 0.196733115, 0.285537971,
0.229908089, 0.056152181, 0.213640799, 0.073196409, 0.185192628,
0.78599608, 0.279417616, 0.237701797, 0.337897466, 0.190759288,
0.314879633, 0.224081652, 0.245667634, 0.298866379, 0.302585444,
0.227600366, 0.232947379, 0.133388003, 0.243352262, 0.268776535,
0.138136188, 0.064407249, 0.245044469, 0.337289461, 0.187944818,
0.217888548, 0.205822439, 0.067057323, 0.171412837, 0.268589255,
0.060051007, 0.360944351, 0.797551722, 0.319084746, 0.240559445,
0.211378844, 0.246860476, 0.010946379, 0.043124816, 0.070097446,
0.020323158, 0.048717819, 0.042380382, 0.054737224, 0.104776632,
0.061728791, 0.053061561, 0.158306314, 0.858207474, 0.916765565,
0.034574464, 0.099837669, 0.026492433, 0.106929683, 0.034829443,
0.108043017, 0.071698891, 0.126511842, 0.124901764, 0.979801069,
0.881521828, 0.117987145, 0.789442427, 0.806158984, 0.141574213,
0.821116938, 0.047194355, 0.030612826, 0.136681741, 0.117360814,
0.134507052, 0.821089315, 0.883086157, 0.830842132, 0.17362393,
0.762560324, 0.867048079, 0.243530917, 0.896216847, 0.169260968,
0.661579255, 0.867145653, 0.165119063, 0.134439525, 0.753867535,
0.169584556, 0.295514071, 0.033703584, 0.847112729, 0.805431618,
0.21939371, 0.639709653, 0.814857424, 0.196134997, 0.850144213,
0.206216659, 0.752413867, 0.795146129, 0.725760423, 0.311244839,
0.089316044, 0.777054297, 0.161791503, 0.152265947, 0.875162313,
0.253267767, 0.759081097, 0.869279247, 0.821665259, 0.1509277,
0.399405162, 0.837037051, 0.063717321, 0.916239887, 0.803594097,
0.126007925, 0.853355036, 0.878221542, 0.883672538, 0.74454679,
0.185022775, 0.085820953, 0.338890784, 0.807424053, 0.737477904,
0.236923989, 0.332172181, 0.151357542, 0.331339789, 0.946869572,
0.956021196, 0.978270485, 0.943244004, 0.964375244, 0.97413265,
0.967893962, 0.948130925, 0.96818078, 0.967048757, 0.96995894,
0.969680347, 0.967132028, 0.945662796, 0.981842376, 0.908671777,
0.964518101, 0.915322162, 0.966863712, 0.954865309, 0.926677751,
0.957055744, 0.884905674, 0.948533699, 0.973742716, 0.948512846,
0.964678579, 0.974037233, 0.910470922, 0.957787455, 0.958740872,
0.943713694, 0.944774383, 0.891486506, 0.925588626, 0.964434519,
0.951553916, 0.928981067, 0.975011821, 0.951929188, 0.95384215,
0.042682057, 0.955718606, 0.910546961, 0.947858962, 0.020129359,
0.957765759, 0.021581976, 0.964376795, 0.97651898, 0.951583936,
0.919580246, 0.955727771, 0.046760029, 0.967945781, 0.97499328,
0.937917655, 0.906221972, 0.01158076, 0.966947928, 0.942882386,
0.954742943, 0.022187428, 0.040552422, 0.051666941, 0.019682455,
0.956937092, 0.018855313, 0.017999591, 0.912341893, 0.976236775,
0.023215695, 0.9010101, 0.040756771, 0.949303064, 0.94391606,
0.023152206, 0.946585786, 0.023377352, 0.970374425, 0.013976245,
0.016938662, 0.022770782, 0.044225954, 0.953563212, 0.955035181,
0.971165158, 0.97308415, 0.014340569, 0.974249522, 0.961441811,
0.956116099, 0.976086562, 0.015591042, 0.956716645, 0.969414523,
0.037250216, 0.948412714, 0.039707416, 0.936303109, 0.013034875,
0.039636671, 0.032951049, 0.874040281, 0.980608835, 0.042003236,
0.974318723, 0.950558976, 0.024267614, 0.015590404, 0.962413388,
0.963585705, 0.978359718, 0.012607205, 0.016016835, 0.01585706,
0.010922167, 0.023692667, 0.98481204, 0.9906655, 0.988547299,
0.826204267, 0.929593373, 0.96601275, 0.968763618, 0.933672314,
0.732972328, 0.840922873, 0.71975125, 0.757502519, 0.981268409,
0.8459928, 0.987866318, 0.82510525, 0.981329718, 0.759698997,
0.987748243, 0.974864079, 0.891515642, 0.839325267, 0.960714763,
0.946366066, 0.7780238, 0.889246554, 0.595222923, 0.815299715,
0.631082293, 0.558275123, 0.954558013, 0.913257023, 0.760580054,
0.701088161, 0.450120373, 0.593574641, 0.749086012, 0.85595148,
0.112030055, 0.974636245, 0.479743, 0.985982649, 0.800777256,
0.669516001, 0.435088441, 0.900226062, 0.629091724, 0.722343002,
0.987677285, 0.45017295, 0.825113388, 0.541720121, 0.894625424,
0.607195006, 0.95426925, 0.949381536, 0.886971888, 0.5489208,
0.734068317, 0.785281486, 0.967206977, 0.661534949, 0.607095306,
0.671084394, 0.41727265, 0.48163415, 0.974737634, 0.651244874,
0.955596463, 0.904545028, 0.657297985, 0.917640799, 0.424153133,
0.521044923, 0.575795674, 0.884983761, 0.926178165, 0.825640058,
0.797757399, 0.957544121, 0.641147978, 0.792827924, 0.978592665,
0.777491718, 0.706537766, 0.223522571, 0.639775537, 0.19723145,
0.7294627, 0.77075273, 0.711892319, 0.907235856, 0.975864968,
0.961005948, 0.720443357, 0.706726641, 0.5168677, 0.839818278,
0.340286514, 0.580947854, 0.56409595, 0.965488179, 0.642127231,
0.511848044, 0.5474062, 0.608347811, 0.581773689, 0.972919794,
0.108317937, 0.78330611, 0.6346099, 0.658248943, 0.919148574,
0.789876826, 0.785388227, 0.832167724, 0.8059537, 0.952697316,
0.861291446, 0.915269911, 0.923494268, 0.968282277, 0.680556,
0.772535377, 0.962466824, 0.829171188, 0.744782614, 0.58965815,
0.855967139, 0.835039921, 0.203986421, 0.959755676, 0.70513585,
0.909849554, 0.876229065, 0.911686159, 0.8912429, 0.751937889,
0.935740625, 0.86491437, 0.843001143, 0.856783691, 0.754546667,
0.946540648, 0.6231576, 0.928916872, 0.840083448, 0.9557852,
0.570382073, 0.619925241, 0.988883823, 0.727358658, 0.762563559,
0.639367661, 0.920728436, 0.923137789, 0.824532371, 0.968559413,
0.882998322, 0.947890516, 0.777571, 0.922802618, 0.586576283,
0.77958788, 0.588106505, 0.93007635, 0.490119925, 0.947925103,
0.929595951, 0.594929336, 0.542945485, 0.738265507, 0.927409541,
0.927799171, 0.277110742, 0.902853877, 0.935284593, 0.707312699,
0.801392828, 0.922073483, 0.69225175, 0.14466751, 0.542204707,
0.65659495, 0.585564133, 0.514192496, 0.928055419, 0.807900206,
0.585195705, 0.917829563, 0.442017438, 0.697968329, 0.9438332,
0.968404752, 0.815176429, 0.839943041, 0.747688915, 0.55111505,
0.961571831, 0.878814357, 0.957668036, 0.819209357, 0.919582881,
0.819228452, 0.984988114, 0.144800915, 0.81511623, 0.89577503,
0.929708058, 0.27599085, 0.800474872, 0.34456525, 0.742532368,
0.963104143, 0.681464522, 0.860703297, 0.739558467, 0.718598357,
0.900884455, 0.9561407, 0.821145194, 0.946874714, 0.652179859,
0.682556876, 0.610851442, 0.884848361, 0.84432802, 0.54031448,
0.749534227, 0.741522298, 0.89908015, 0.627699931, 0.90633807,
0.272547589, 0.867953243, 0.954976487, 0.790424294, 0.474551472,
0.759545557, 0.611519466, 0.764465812, 0.454090721, 0.538948162,
0.94199974, 0.890309786, 0.4885783, 0.954886066, 0.606493587,
0.726176454, 0.51221075, 0.727131995, 0.865849888, 0.885665146,
0.639604718, 0.816491272, 0.83747822, 0.914858239, 0.746093498,
0.969943245, 0.887032903, 0.557613307, 0.555447156, 0.749462386,
0.733036026, 0.630696606, 0.486851226, 0.710702068, 0.703298315,
0.694392813, 0.816390461, 0.724601032, 0.63126563, 0.627522523,
0.679500009, 0.567695188, 0.937207745, 0.262795582, 0.903194345,
0.771705721, 0.845101395, 0.952252865, 0.581800255, 0.662548018,
0.65198645, 0.798857511, 0.597689854, 0.590900384, 0.645554063,
0.657623079, 0.608877297, 0.651663317, 0.804025517, 0.334945235,
0.343480626, 0.692075378, 0.769960912, 0.720045991, 0.609935216,
0.647692613, 0.59200785, 0.588178241, 0.649895091, 0.646209407,
0.299064378, 0.386414658, 0.613491541, 0.3492712, 0.2902123,
0.698470161, 0.396868062, 0.575896205, 0.731804765, 0.577795397,
0.62087345, 0.680739493, 0.374213653, 0.42258145, 0.4207807,
0.836197393, 0.350439439, 0.301073681, 0.78182296, 0.047357389,
0.69778045, 0.1514429, 0.384517674, 0.76519279, 0.732869216,
4.02e-22, 0.78327945, 0.787648614, 0.868261829, 0.40504426, 0.124058008,
0.672612054, 0.153681341, 0.310058283, 0.72802035, 0.32228951,
0.71128145, 0.390206497, 0.37262925, 0.286555499, 0.80410899,
0.789251226, 0.397132121, 0.726743278, 0.62114481, 0.402607556,
0.632675024, 0.362556026, 0.350655552, 0.266910054, 0.698084596,
0.753687295, 0.37014615, 0.740281484, 0.331769725, 0.36278315,
0.598069364, 0.4369977, 0.280473524, 0.399428677, 0.311312103,
0.591990432, 0.634748965, 0.703685111, 0.295287347, 0.385652348,
0.648549353, 0.754860618, 0.705409617, 0.575300312, 0.89739199,
0.927329504, 0.898054003, 0.9148981, 0.890618215, 0.867330505,
0.888658012, 0.861469468, 0.891886564, 0.867548711, 0.90655501,
0.8764593, 0.863794791, 0.856767703, 0.851187956, 0.83728639,
0.836913162, 0.819447094, 0.884612128, 0.8359287, 0.845926702,
0.822776898, 0.896813675, 0.814615909, 0.851326294, 0.804186469,
0.83525125, 0.8216096, 0.911328963, 0.88023625, 0.839840534,
0.878480319, 0.784318161, 0.894311234, 0.899196034, 0.775313895,
0.768603094, 0.790647234, 0.79852625, 0.756315983, 0.83781999,
0.182534, 0.787065505, 0.851005784, 0.911702796, 0.19898445,
0.774147167, 0.23634045, 0.86141009, 0.7572768, 0.752106005,
0.809816363, 0.864863379, 0.257774891, 0.734181561, 0.85772691,
0.74400304, 0.877410934, 0.257870794, 0.7086545, 0.7906007, 0.710287411,
0.2833197, 0.288404226, 0.203582554, 0.281692945, 0.848908588,
0.290831118, 0.202544781, 0.753689154, 0.703233812, 0.276120822,
0.759224064, 0.306733719, 0.795044972, 0.787354478, 0.238341034,
0.865509398, 0.284000405, 0.91151239, 0.292451697, 0.250549261,
0.255496364, 0.31494345, 0.686885602, 0.67356315, 0.675972341,
0.79497629, 0.32938279, 0.65543255, 0.647911383, 0.65410199,
0.667764952, 0.230503855, 0.79228499, 0.62902395, 0.3634926,
0.63073745, 0.36336337, 0.62718065, 0.353954869, 0.353561741,
0.387847251, 0.902230216, 0.917978047, 0.4069772, 0.858597317,
0.855981762, 0.380025187, 0.371527541, 0.584216254, 0.889599623,
0.653966475, 0.4212277, 0.428335469, 0.4753389, 0.467113649,
0.52589325, 0.6615219, 0.943486431, 0.985019518, 0.926220258,
0.991588747, 0.947982229, 0.966934335, 0.93482775, 0.910098819,
0.941421924, 0.95975624, 0.981678746, 0.977425054, 0.939461315,
0.971512751, 0.962240723, 0.953228774, 0.951224957, 0.983424421,
0.948593211, 0.894823893, 0.897910518, 0.940232784, 0.892134493,
0.927321754, 0.98529264, 0.964974877, 0.979112253, 0.96647179,
0.948074902, 0.933591728, 0.935742178, 0.939140042, 0.968928659,
0.839784188, 0.914991123, 0.837810247, 0.917565778, 0.072134733,
0.856257844, 0.863996798, 0.927947429, 0.938847277, 0.957886608,
0.97858432, 0.962881019, 0.940636077, 0.961722574, 0.966085067,
0.983069674, 0.92976781, 0.926587598, 0.987453094, 0.958326473,
0.974465272, 0.921465257, 0.952667316, 0.96448185, 0.851240255,
0.950833994, 0.904997926, 0.972925976, 0.93075608, 0.973932171,
0.037108217, 0.984178808, 0.959232863, 0.906863555, 0.970224084,
0.968123794, 0.932093361, 0.937331656, 0.96945983, 0.937274314,
0.878314063, 0.951060306, 0.948002738, 0.936103958, 0.934138213,
0.951534191, 0.009400376, 0.825158881, 0.976425323, 0.063350906,
0.923229917, 0.009792309, 0.91916741, 0.061713014, 0.85405516,
0.009069317, 0.983893802, 0.947366337, 0.983819218, 0.980741978,
0.008722704, 0.902006653, 0.924460438, 0.964062677, 0.9014201,
0.981869911, 0.876427727, 0.975714936, 0.906444752, 0.964898163,
0.026085361, 0.898978985, 0.975689193, 0.956761555, 0.139497655,
0.931592253, 0.077919075, 0.970535367, 0.960994994, 0.964077523,
0.955397442, 0.94542366, 0.931067815, 0.953153145, 0.922300493,
0.979251256, 0.98335327, 0.977739739, 0.978602427, 0.883112211,
0.981812896, 0.951532021, 0.984139208, 0.967210383, 0.923332891,
0.879074568, 0.080175369, 0.972461649, 0.970398021, 0.932859758,
0.918482385, 0.968739651, 0.934192394, 0.900195984, 0.942228485,
0.935783512, 0.979952912, 0.938670244, 0.957445728, 0.957544575,
0.954864163, 0.873465879, 0.972307358, 0.96416101, 0.904178145,
0.947851944, 0.896329967, 0.958291538, 0.846269088, 0.955878171,
0.934402312, 0.94584919, 0.884326464, 0.952452387, 0.922709841,
0.945614855, 0.949041158, 0.920904385, 0.025509232, 0.843630812,
0.783006181, 0.89196376, 0.887514273, 0.974092501, 0.908395146,
0.983157534, 0.824916214, 0.883952947, 0.921595941, 0.978868414,
0.030558202, 0.910321376, 0.978378103, 0.927792203, 0.910736262,
0.984098437, 0.924263506, 0.065613402, 0.971217032, 0.95666501,
0.772619073, 0.896237056, 0.885942454, 0.926114775, 0.935520834,
0.907878286, 0.865070978, 0.898617319, 0.935255494, 0.97479876,
0.932042521, 0.869261489, 0.906482481, 0.888745979, 0.968754434,
0.964827315, 0.877925294, 0.911855862, 0.848172508, 0.851601926,
0.910692119, 0.024946205, 0.963420514, 0.981494546, 0.89293342,
0.047769376, 0.931525883, 0.068218718, 0.960510797, 0.934965877,
0.968299923, 0.906291515, 0.92795871, 0.962801625, 0.894354413,
0.941235069, 0.887764314, 0.908277218, 0.042246061, 0.822920193,
0.917935472, 0.901586368, 0.973052197, 0.819149461, 0.881330538,
0.978069186, 0.9594548, 0.8683631, 0.902626291, 0.00637933, 0.924311803,
0.986354326, 0.89365247, 0.798650295, 0.899954387, 0.958751063,
0.877436472, 0.071800875, 0.868913862, 0.923621821, 0.906900786,
0.983994221, 0.866634221, 0.817898561, 0.834855508, 0.043182903,
0.975736006, 0.922392731, 0.986143646, 0.888423714, 0.978197606,
0.983122167, 0.882215493, 0.948996272, 0.98476845, 0.916519776,
0.888930224, 0.871576677, 0.891891426, 0.949834786, 0.965019743,
0.828466239, 0.906003662, 0.992111423, 0.923553197, 0.917157857,
0.890394788, 0.983423822, 0.874882033, 0.960561361, 0.959073192,
0.985939823, 0.079517207, 0.95944326, 0.965999455, 0.884702822,
0.958409491, 0.010635723, 0.022930739, 0.094257794, 0.020169566,
0.025777777, 0.040732891, 0.004449123, 0.008595924, 0.034249715,
0.010177326, 0.10748841, 0.944461113, 0.901261364, 0.077216944,
0.018679583, 0.01815432, 0.0785802, 0.059563554, 0.066031125,
0.078012484, 0.009614108, 0.065876445, 0.977109679, 0.951916849,
0.016110322, 0.930949952, 0.81833966, 0.022825792, 0.912180087,
0.028946999, 0.091087879, 0.002943527, 0.019508219, 0.063635315,
0.94721329, 0.980926136, 0.975837685, 0.002793962, 0.953329548,
0.98824252, 0.041568556, 0.933737292, 0.050465574, 0.864514258,
0.898026607, 0.121981548, 0.014183129, 0.93863656, 0.039474538,
0.057780566, 0.096074062, 0.935891674, 0.843510188, 0.010095913,
0.822108409, 0.975453981, 0.020273309, 0.97767701, 0.110108845,
0.957845322, 0.988779469, 0.935335945, 0.065492793, 0.127398939,
0.95518923, 0.021935617, 0.027209573, 0.962355782, 0.067356775,
0.954223797, 0.986209409, 0.785278063, 0.074329162, 0.205589173,
0.910366533, 0.010727115, 0.95607964, 0.898634273, 0.040829592,
0.985464685, 0.923244642, 0.968225961, 0.950911353, 0.060825445,
0.027441647, 0.017462029, 0.955578599, 0.984035872, 0.102375687,
0.083559065, 0.011681022, 0.036667858, 0.008772245, 0.001756993,
0.006030438, 0.010966574, 0.015143692, 0.006219681, 0.017058578,
0.007531701, 0.011866671, 0.00803112, 0.048421384, 0.007465883,
0.010799274, 0.007974147, 0.006086343, 0.013964861, 0.006655575,
0.006331689, 0.049297667, 0.041482737, 0.017946718, 0.005548757,
0.001054045, 0.002484192, 0.00341819, 0.018577634, 0.026113717,
0.035216422, 0.011949573, 0.023622957, 0.013590233, 0.024625389,
0.005563889, 0.007027964, 0.014483279, 0.006729036, 0.010467894,
0.025035306, 0.041322996, 0.016773007, 0.015143805, 0.981311119,
0.016671377, 0.017691458, 0.012251883, 0.954855654, 0.014242284,
0.980546725, 0.023123958, 0.026155577, 0.013789827, 0.016827914,
0.004997361, 0.984623445, 0.017623423, 0.03245218, 0.009041618,
0.003492494, 0.983839973, 0.010137021, 0.028314043, 0.028293349,
0.979672006, 0.97820192, 0.961549651, 0.97367672, 0.031070624,
0.976776952, 0.989366245, 0.000374606, 0.010778734, 0.954590956,
0.010189237, 0.975604451, 0.026826081, 0.004863047, 0.954699374,
0.04209663, 0.958366359, 0.034106381, 0.956282824, 0.961172649,
0.975628343, 0.985583638, 0.009931431, 0.010040103, 0.016140612,
0.04078868, 0.977185112, 0.005418776, 0.008526454, 0.004287715,
0.016120624, 0.952423763, 0.021852872, 0.008432033, 0.981563604,
0.018267667, 0.976813796, 0.018049476, 0.973891041, 0.978187876,
0.981724242, 0.00230921, 0.022483941, 0.983271344, 0.021884231,
0.030359467, 0.973850336, 0.957211433, 0.016187929, 0.048022755,
0.028450744, 0.967716594, 0.98563926, 0.984393223, 0.969074906,
0.97510384, 0.052472041), .Dim = c(491L, 4L), .Dimnames = list(
c("cg24771152", "cg06631999", "cg13471735", "cg23080355",
"cg16402006", "cg02870676", "cg02524834", "cg08942527", "cg04906886",
"cg26047066", "cg01607932", "cg14116056", "cg01009920", "cg21121082",
"cg25001102", "cg00927503", "cg02272851", "cg10090591", "cg17868893",
"cg03467706", "cg03198203", "cg18580385", "cg02697979", "cg06398242",
"cg24937735", "cg14029912", "cg02404377", "cg18718469", "cg18563987",
"cg05416753", "cg24770408", "cg14394171", "cg26869615", "cg14195992",
"cg26479028", "cg00264419", "cg06227406", "cg16959787", "cg08942191",
"cg00944421", "cg16365424", "cg21340733", "cg05052271", "cg21647035",
"cg09493621", "cg20761840", "cg08670693", "cg26552650", "cg01089914",
"cg20772593", "cg15718528", "cg15569292", "cg20949700", "cg09680131",
"cg12885484", "cg22055891", "cg10317717", "cg18195165", "cg26874999",
"cg22950831", "cg20685233", "cg19653282", "cg07959609", "cg19797087",
"cg16775752", "cg07373212", "cg21807944", "cg23920016", "cg16167060",
"cg22159939", "cg23342625", "cg10290679", "cg25407528", "cg14247287",
"cg05264377", "cg13714378", "cg21576187", "cg17272838", "cg13393327",
"cg26203383", "cg11820833", "cg13370010", "cg17454283", "cg25655489",
"cg21130374", "cg00869330", "cg24028634", "cg25037165", "cg03840259",
"cg21332304", "cg05174942", "cg08804626", "cg02223135", "cg22436753",
"cg26049390", "cg22391718", "cg14420953", "cg25587431", "cg09398856",
"cg09615821", "cg05856951", "cg21475610", "cg09302031", "cg06800235",
"cg21733927", "cg01035931", "cg12523691", "cg05257202", "cg17344099",
"cg03573679", "cg04751032", "cg19230787", "cg06804334", "cg17261096",
"cg10293282", "cg10012393", "cg09153659", "cg12190306", "cg19007570",
"cg08480996", "cg26683636", "cg01736164", "cg27040696", "cg11661265",
"cg06224766", "cg14660163", "cg04256248", "cg10134425", "cg15275965",
"cg25621182", "cg01952742", "cg19119942", "cg08167560", "cg24851600",
"cg01604468", "cg01292175", "cg06120359", "cg20679448", "cg21346679",
"cg18167466", "cg14740976", "cg25540854", "cg15805337", "cg19795556",
"cg00136968", "cg25920191", "cg09467675", "cg17262755", "cg09968147",
"cg13445249", "cg21474774", "cg24838237", "cg06585804", "cg01947943",
"cg14153740", "cg26010655", "cg17280723", "cg27131703", "cg24650913",
"cg03249131", "cg06795722", "cg03373714", "cg04914574", "cg13903282",
"cg01329509", "cg02060919", "cg11389618", "cg02133070", "cg14552882",
"cg16703420", "cg17810360", "cg18737349", "cg04313733", "cg18351406",
"cg24627789", "cg21472050", "cg24940096", "cg16717546", "cg20945212",
"cg10294853", "cg19192280", "cg10148419", "cg16360831", "cg16340136",
"cg11518826", "cg11229267", "cg01201932", "cg04398893", "cg09006039",
"cg15742515", "cg09304624", "cg03225502", "cg17764838", "cg24657419",
"cg02154084", "cg24919476", "cg18867781", "cg03873264", "cg17751550",
"cg19092343", "cg25311507", "cg19088503", "cg04913974", "cg11779299",
"cg10386298", "cg20565833", "cg04940695", "cg27135989", "cg14531663",
"cg26445785", "cg24436715", "cg21044434", "cg18084999", "cg26308042",
"cg11662745", "cg13442709", "cg05700616", "cg12845215", "cg03879386",
"cg12387464", "cg22102078", "cg19034132", "cg12994591", "cg20677267",
"cg03726785", "cg18530920", "cg23411036", "cg20573218", "cg21143224",
"cg00081799", "cg06520081", "cg14184077", "cg06958537", "cg10938393",
"cg07351758", "cg03742629", "cg00295325", "cg10076958", "cg02312706",
"cg22998873", "cg23217025", "cg05415931", "cg23831864", "cg26442740",
"cg19923393", "cg18480946", "cg26220985", "cg14744743", "cg00764796",
"cg05701478", "cg00979178", "cg25942572", "cg22538355", "cg16363708",
"cg07466560", "cg09169764", "cg04540711", "cg11515115", "cg03271520",
"cg15503018", "cg13729285", "cg20390015", "cg02294420", "cg17160666",
"cg08814536", "cg11061774", "cg04138378", "cg18798446", "cg23943495",
"cg12448298", "cg11382687", "cg13625388", "cg14186944", "cg21451309",
"cg12332558", "cg25140419", "cg01733284", "cg24727339", "cg13852116",
"cg03113045", "cg06936290", "cg23662097", "cg04786142", "cg26579713",
"cg05973398", "cg13414270", "cg00041401", "cg03003434", "cg27640794",
"cg14385738", "cg22261694", "cg01190109", "cg06659209", "cg09853702",
"cg13309012", "cg25592413", "cg13242558", "cg08443563", "cg16640865",
"cg07996838", "cg03663556", "cg09784934", "cg06636485", "cg05902503",
"cg11854392", "cg08368520", "cg21786786", "cg09248694", "cg12744447",
"cg13544946", "cg13327911", "cg25388800", "cg20935363", "cg03731202",
"cg18935743", "cg14858786", "cg22117968", "cg00916635", "cg00238510",
"cg09869811", "cg10728351", "cg25188166", "cg18944451", "cg22335802",
"cg12379452", "cg26821745", "cg24900563", "cg20144066", "cg25916282",
"cg12656085", "cg23052776", "cg20594841", "cg14597862", "cg03518729",
"cg08626131", "cg10781087", "cg13180315", "cg19244380", "cg06390651",
"cg05737153", "cg02286008", "cg06718369", "cg21308365", "cg16163382",
"cg02555579", "cg15242225", "cg04221117", "cg12819548", "cg17113029",
"cg22539670", "cg23195763", "cg18634175", "cg25766247", "cg06225634",
"cg25639095", "cg06633978", "cg22319016", "cg13435834", "cg15697160",
"cg07249433", "cg09401639", "cg20017683", "cg01535312", "cg14940165",
"cg09015246", "cg14640149", "cg24485696", "cg04268405", "cg17799287",
"cg13427361", "cg10255237", "cg12057190", "cg19252956", "cg26112797",
"cg16509569", "cg07137244", "cg00037681", "cg11802899", "cg12192582",
"cg10530767", "cg23966363", "cg15159247", "cg10590292", "cg25574765",
"cg23612220", "cg01903374", "cg05596756", "cg09153080", "cg07380416",
"cg09638208", "cg18384097", "cg14556909", "cg11804789", "cg15046675",
"cg00240653", "cg27641239", "cg21376733", "cg01631215", "cg26232412",
"cg08075204", "cg07354583", "cg13399952", "cg00166343", "cg03028216",
"cg25765104", "cg11733245", "cg22687244", "cg18555277", "cg02597698",
"cg00702417", "cg10673833", "cg06380123", "cg26215003", "cg13496041",
"cg06064964", "cg16117781", "cg04785083", "cg14845962", "cg03519577",
"cg05258935", "cg07860918", "cg24749672", "cg25913612", "cg05608541",
"cg01382502", "cg12116027", "cg18621299", "cg04441857", "cg09354037",
"cg14106719", "cg25588348", "cg25666403", "cg02237342", "cg27482619",
"cg08846870", "cg19645616", "cg10257110", "cg22961212", "cg11166893",
"cg08640619", "cg14313184", "cg03436397", "cg16890093", "cg19853565",
"cg02794695", "cg18918390", "cg18908499", "cg21188037", "cg09030187",
"cg18091964", "cg05494668", "cg02522196", "cg08846079", "cg08616663",
"cg12431891", "cg08101036", "cg04960065", "cg06787669", "cg09735908",
"cg23013029", "cg01062942", "cg02026204", "cg17936488", "cg08251901",
"cg11748354", "cg19984911", "cg26598899", "cg17518965", "cg00921266",
"cg20695297", "cg18982286", "cg27215100", "cg13493526", "cg22980156",
"cg20944964", "cg03190513", "cg14083015", "cg22216196", "cg26357596",
"cg16555504", "cg15314855", "cg14818277", "cg24459792", "cg26118759",
"cg08767044", "cg03331514", "cg06267617", "cg16622899", "cg04869379",
"cg24002183", "cg24301930"), c("Epi", "Fib", "Fat", "IC")))
tempProps<-t(RPCfunc(DNAmeData,centEpiFibFatIC))
cellProps<-cbind(cellProps*tempProps[,"Epi"],tempProps[,colnames(tempProps)!="Epi"])
rm(list="tempProps")
}
return(cellProps)
}
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Embedding an R snippet on your website
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.