R/ddst.extr.test.R

`ddst.extr.test` <-
function(x, base = ddst.base.legendre, c = 100, B=1000, compute.p = F, Dmax = 5, ...) {
# method.name = as.character(substitute(base)) 
 # only Legendre is implemented yet
 base = ddst.base.legendre
 method.name = "ddst.base.legendre"

n   = length(x)
if(n<5) 
	stop("length(x) should be at least 5")
sx  = sort(x)
er2 = sum(sx*(1:n - n:1))/(n*(n-1)*log(2))
er1 = mean(x)+0.5772156649*er2
maxN = max(min(Dmax, length(x)-2, 20),1)

u = NULL
for (j in 1:maxN) 
u[j] = ddst.phi(1-pgumbel(-x,-er1,er2), j, base)
coord = NULL
gg1=mean(1-exp((x-er1)/er2))
gg2=mean((1-exp((x-er1)/er2))*(x-er1)/er2+1)
for (k in 1:Dmax) {
korekta = u[1:k] + t(MMextr12[[k]]) %*% sM22 %*% c(gg1,gg2)
    coord[k] = t(korekta) %*% MMextr[[k]] %*% korekta * n
}

l = ddst.IIC(coord, n, c)
attr(l, "names") = "n. coord"
t = coord[l]
attr(t, "names") = "WT*"
result = list(statistic = t, parameter = l, method = "Data Driven Smooth Test for Extreme Values")
result$data.name = paste(paste(as.character(substitute(x)), collapse=""), ",   base: ", method.name, ",   c: ", c, sep="")
class(result) = "htest"
if (compute.p) {
tmp = numeric(B)
for (i in 1:B) {
y = rnorm(n)
tmpC = ddst.extr.Nk(y, base, Dmax = Dmax, n=length(y))
l = ddst.IIC(tmpC, n, c)
tmp[i] = tmpC[l]
}
p.val = mean(tmp > t)
result$p.value = p.val  
}
result
}


`MMextr12` <-
list(structure(c(0.866025403784439, -0.234141092407759), .Dim = c(2L, 
1L)), structure(c(0.866025403784439, -0.234141092407759, 0.372677996249965, 
1.10810510880576), .Dim = c(2L, 2L)), structure(c(0.866025403784439, 
-0.234141092407759, 0.372677996249965, 1.10810510880576, 0.220479275922049, 
0.215016389907248), .Dim = 2:3), structure(c(0.866025403784439, 
-0.234141092407759, 0.372677996249965, 1.10810510880576, 0.220479275922049, 
0.215016389907248, 0.15, 0.489380181546808), .Dim = c(2L, 4L)), 
    structure(c(0.866025403784439, -0.234141092407759, 0.372677996249965, 
    1.10810510880576, 0.220479275922049, 0.215016389907248, 0.15, 
    0.489380181546808, 0.110554159678513, 0.142331828329152), .Dim = c(2L, 
    5L)), structure(c(0.866025403784439, -0.234141092407759, 
    0.372677996249965, 1.10810510880576, 0.220479275922049, 0.215016389907248, 
    0.15, 0.489380181546808, 0.110554159678513, 0.142331828329152, 
    0.0858464589396188, 0.294178041927853), .Dim = c(2L, 6L)), 
    structure(c(0.866025403784439, -0.234141092407759, 0.372677996249965, 
    1.10810510880576, 0.220479275922049, 0.215016389907248, 0.15, 
    0.489380181546808, 0.110554159678513, 0.142331828329152, 
    0.0858464589396188, 0.294178041927853, 0.069160416896561, 
    0.100333337378287), .Dim = c(2L, 7L)), structure(c(0.866025403784439, 
    -0.234141092407759, 0.372677996249965, 1.10810510880576, 
    0.220479275922049, 0.215016389907248, 0.15, 0.489380181546808, 
    0.110554159678513, 0.142331828329152, 0.0858464589396188, 
    0.294178041927853, 0.069160416896561, 0.100333337378287, 
    0.0572653559113564, 0.202528656207688), .Dim = c(2L, 8L)), 
    structure(c(0.866025403784439, -0.234141092407759, 0.372677996249965, 
    1.10810510880576, 0.220479275922049, 0.215016389907248, 0.15, 
    0.489380181546808, 0.110554159678513, 0.142331828329152, 
    0.0858464589396188, 0.294178041927853, 0.069160416896561, 
    0.100333337378287, 0.0572653559113564, 0.202528656207688, 
    0.0484322104837853, 0.0754369796383129), .Dim = c(2L, 9L)), 
    structure(c(0.866025403784439, -0.234141092407759, 0.372677996249965, 
    1.10810510880576, 0.220479275922049, 0.215016389907248, 0.15, 
    0.489380181546808, 0.110554159678513, 0.142331828329152, 
    0.0858464589396188, 0.294178041927853, 0.069160416896561, 
    0.100333337378287, 0.0572653559113564, 0.202528656207688, 
    0.0484322104837853, 0.0754369796383129, 0.0416597790450531, 
    0.150701656278937), .Dim = c(2L, 10L)), structure(c(0.866025403784439, 
    -0.234141092407759, 0.372677996249965, 1.10810510880576, 
    0.220479275922049, 0.215016389907248, 0.15, 0.489380181546808, 
    0.110554159678513, 0.142331828329152, 0.0858464589396188, 
    0.294178041927853, 0.069160416896561, 0.100333337378287, 
    0.0572653559113564, 0.202528656207688, 0.0484322104837853, 
    0.0754369796383129, 0.0416597790450531, 0.150701656278937, 
    0.0363320569947933, 0.0594232320521485), .Dim = c(2L, 11L
    )), structure(c(0.866025403784439, -0.234141092407759, 0.372677996249965, 
    1.10810510880576, 0.220479275922049, 0.215016389907248, 0.15, 
    0.489380181546808, 0.110554159678513, 0.142331828329152, 
    0.0858464589396188, 0.294178041927853, 0.069160416896561, 
    0.100333337378287, 0.0572653559113564, 0.202528656207688, 
    0.0484322104837853, 0.0754369796383129, 0.0416597790450531, 
    0.150701656278937, 0.0363320569947933, 0.0594232320521485, 
    0.0320512820512820, 0.117963013416300), .Dim = c(2L, 12L)), 
    structure(c(0.866025403784439, -0.234141092407759, 0.372677996249965, 
    1.10810510880576, 0.220479275922049, 0.215016389907248, 0.15, 
    0.489380181546808, 0.110554159678513, 0.142331828329152, 
    0.0858464589396188, 0.294178041927853, 0.069160416896561, 
    0.100333337378287, 0.0572653559113564, 0.202528656207688, 
    0.0484322104837853, 0.0754369796383129, 0.0416597790450531, 
    0.150701656278937, 0.0363320569947933, 0.0594232320521485, 
    0.0320512820512820, 0.117963013416300, 0.0285502880368496, 
    0.0484291463698838), .Dim = c(2L, 13L)), structure(c(0.866025403784439, 
    -0.234141092407759, 0.372677996249965, 1.10810510880576, 
    0.220479275922049, 0.215016389907248, 0.15, 0.489380181546808, 
    0.110554159678513, 0.142331828329152, 0.0858464589396188, 
    0.294178041927853, 0.069160416896561, 0.100333337378287, 
    0.0572653559113564, 0.202528656207688, 0.0484322104837853, 
    0.0754369796383129, 0.0416597790450531, 0.150701656278937, 
    0.0363320569947933, 0.0594232320521485, 0.0320512820512820, 
    0.117963013416300, 0.0285502880368496, 0.0484291463698838, 
    0.0256436419387357, 0.0956922480067001), .Dim = c(2L, 14L
    )), structure(c(0.866025403784439, -0.234141092407759, 0.372677996249965, 
    1.10810510880576, 0.220479275922049, 0.215016389907248, 0.15, 
    0.489380181546808, 0.110554159678513, 0.142331828329152, 
    0.0858464589396188, 0.294178041927853, 0.069160416896561, 
    0.100333337378287, 0.0572653559113564, 0.202528656207688, 
    0.0484322104837853, 0.0754369796383129, 0.0416597790450531, 
    0.150701656278937, 0.0363320569947933, 0.0594232320521485, 
    0.0320512820512820, 0.117963013416300, 0.0285502880368496, 
    0.0484291463698838, 0.0256436419387357, 0.0956922480067001, 
    0.0231990181784584, 0.0404954537147379), .Dim = c(2L, 15L
    )), structure(c(0.866025403784439, -0.234141092407759, 0.372677996249965, 
    1.10810510880576, 0.220479275922049, 0.215016389907248, 0.15, 
    0.489380181546808, 0.110554159678513, 0.142331828329152, 
    0.0858464589396188, 0.294178041927853, 0.069160416896561, 
    0.100333337378287, 0.0572653559113564, 0.202528656207688, 
    0.0484322104837853, 0.0754369796383129, 0.0416597790450531, 
    0.150701656278937, 0.0363320569947933, 0.0594232320521485, 
    0.0320512820512820, 0.117963013416300, 0.0285502880368496, 
    0.0484291463698838, 0.0256436419387357, 0.0956922480067001, 
    0.0231990181784584, 0.0404954537147379, 0.0211197156122722, 
    0.0797299850375612), .Dim = c(2L, 16L)), structure(c(0.866025403784439, 
    -0.234141092407759, 0.372677996249965, 1.10810510880576, 
    0.220479275922049, 0.215016389907248, 0.15, 0.489380181546808, 
    0.110554159678513, 0.142331828329152, 0.0858464589396188, 
    0.294178041927853, 0.069160416896561, 0.100333337378287, 
    0.0572653559113564, 0.202528656207688, 0.0484322104837853, 
    0.0754369796383129, 0.0416597790450531, 0.150701656278937, 
    0.0363320569947933, 0.0594232320521485, 0.0320512820512820, 
    0.117963013416300, 0.0285502880368496, 0.0484291463698838, 
    0.0256436419387357, 0.0956922480067001, 0.0231990181784584, 
    0.0404954537147379, 0.0211197156122722, 0.0797299850375612, 
    0.0193335940624170, 0.0345719293822885), .Dim = c(2L, 17L
    )), structure(c(0.866025403784439, -0.234141092407759, 0.372677996249965, 
    1.10810510880576, 0.220479275922049, 0.215016389907248, 0.15, 
    0.489380181546808, 0.110554159678513, 0.142331828329152, 
    0.0858464589396188, 0.294178041927853, 0.069160416896561, 
    0.100333337378287, 0.0572653559113564, 0.202528656207688, 
    0.0484322104837853, 0.0754369796383129, 0.0416597790450531, 
    0.150701656278937, 0.0363320569947933, 0.0594232320521485, 
    0.0320512820512820, 0.117963013416300, 0.0285502880368496, 
    0.0484291463698838, 0.0256436419387357, 0.0956922480067001, 
    0.0231990181784584, 0.0404954537147379, 0.0211197156122722, 
    0.0797299850375612, 0.0193335940624170, 0.0345719293822885, 
    0.0177858553517492, 0.0680306326567245), .Dim = c(2L, 18L
    )), structure(c(0.866025403784439, -0.234141092407759, 0.372677996249965, 
    1.10810510880576, 0.220479275922049, 0.215016389907248, 0.15, 
    0.489380181546808, 0.110554159678513, 0.142331828329152, 
    0.0858464589396188, 0.294178041927853, 0.069160416896561, 
    0.100333337378287, 0.0572653559113564, 0.202528656207688, 
    0.0484322104837853, 0.0754369796383129, 0.0416597790450531, 
    0.150701656278937, 0.0363320569947933, 0.0594232320521485, 
    0.0320512820512820, 0.117963013416300, 0.0285502880368496, 
    0.0484291463698838, 0.0256436419387357, 0.0956922480067001, 
    0.0231990181784584, 0.0404954537147379, 0.0211197156122722, 
    0.0797299850375612, 0.0193335940624170, 0.0345719293822885, 
    0.0177858553517492, 0.0680306326567245, 0.0164342052589432, 
    0.0305267178695429), .Dim = c(2L, 19L)), structure(c(0.866025403784439, 
    -0.234141092407759, 0.372677996249965, 1.10810510880576, 
    0.220479275922049, 0.215016389907248, 0.15, 0.489380181546808, 
    0.110554159678513, 0.142331828329152, 0.0858464589396188, 
    0.294178041927853, 0.069160416896561, 0.100333337378287, 
    0.0572653559113564, 0.202528656207688, 0.0484322104837853, 
    0.0754369796383129, 0.0416597790450531, 0.150701656278937, 
    0.0363320569947933, 0.0594232320521485, 0.0320512820512820, 
    0.117963013416300, 0.0285502880368496, 0.0484291463698838, 
    0.0256436419387357, 0.0956922480067001, 0.0231990181784584, 
    0.0404954537147379, 0.0211197156122722, 0.0797299850375612, 
    0.0193335940624170, 0.0345719293822885, 0.0177858553517492, 
    0.0680306326567245, 0.0164342052589432, 0.0305267178695429, 
    0.0152455338986496, 0.0615566914608176), .Dim = c(2L, 20L
    )))
`MMextr` <-
list(structure(32.3209404708014, .Dim = c(1L, 1L)), structure(c(34.3970537843995, 
-2.66186048577395, -2.66186048577395, 3.41286826654214), .Dim = c(2L, 
2L)), structure(c(122.44648288656, -0.177860727429421, 19.0055823736559, 
-0.177860727429428, 3.48294543640426, 0.536174538605836, 19.0055823736559, 
0.536174538605838, 4.10237936855581), .Dim = c(3L, 3L)), structure(c(130.209043428429, 
-4.51451571759888, 19.2377674248368, -3.97418625924684, -4.51451571759888, 
5.90567391656528, 0.406461352419979, 2.22023062880676, 19.2377674248368, 
0.406461352419978, 4.10932422878602, -0.118871425868910, -3.97418625924684, 
2.22023062880676, -0.118871425868908, 2.03465806649702), .Dim = c(4L, 
4L)), structure(c(281.015537230139, 3.08029658576524, 44.6135396937781, 
-2.97344456375853, 19.0177199641021, 3.08029658576527, 6.28815859921544, 
1.68441843886300, 2.27062928969849, 0.957757255169728, 44.6135396937781, 
1.684418438863, 8.37923198946806, 0.0495204830241909, 3.20005669993291, 
-2.97344456375852, 2.27062928969849, 0.0495204830241905, 2.04129892071915, 
0.126200303723139, 19.0177199641021, 0.957757255169724, 3.20005669993290, 
0.126200303723138, 2.39826325455559), .Dim = c(5L, 5L)), structure(c(296.630711253731, 
-3.76147597987010, 45.5081153807952, -6.21381817139198, 19.0790606375848, 
-5.08407622736899, -3.76147597987012, 9.28587426790755, 1.29246101436860, 
3.69039567959708, 0.930880901671609, 2.22758281153032, 45.5081153807952, 
1.29246101436860, 8.43048122041436, -0.136116861898231, 3.20357083785028, 
-0.291260986081566, -6.21381817139199, 3.69039567959708, -0.136116861898234, 
2.71372313457567, 0.113471230122805, 1.05501907320863, 19.0790606375848, 
0.930880901671611, 3.20357083785028, 0.113471230122806, 2.39850421749443, 
-0.0199716416450984, -5.08407622736899, 2.22758281153032, -0.291260986081566, 
1.05501907320863, -0.0199716416450986, 1.65530214691452), .Dim = c(6L, 
6L)), structure(c(512.313849849907, 9.8270826615388, 82.4198846430386, 
-3.58734355413421, 35.325426722725, -4.50507317114052, 20.1350606258432, 
9.8270826615388, 10.1419862808949, 3.61799162581456, 3.85586992384758, 
1.95444120265120, 2.26406140245924, 1.26855744887350, 82.4198846430386, 
3.61799162581456, 14.7475198120127, 0.31337504403547, 5.9839556198402, 
-0.192171055581001, 3.44589158308727, -3.58734355413420, 3.85586992384758, 
0.313375044035469, 2.74570694638404, 0.311310840687776, 1.06206986466315, 
0.245194065678628, 35.325426722725, 1.95444120265120, 5.9839556198402, 
0.311310840687776, 3.62226427908448, 0.0236418539537150, 1.51667658493421, 
-4.50507317114052, 2.26406140245924, -0.192171055581001, 1.06206986466315, 
0.0236418539537147, 1.65685648510389, 0.0540527262148954, 20.1350606258432, 
1.26855744887349, 3.44589158308726, 0.245194065678627, 1.51667658493421, 
0.0540527262148952, 1.87970496463079), .Dim = c(7L, 7L)), structure(c(537.174461265744, 
0.512782902530479, 84.20268600263, -8.05436983232551, 35.6479469866289, 
-7.29503636643204, 20.1498606421399, -6.06457494052765, 0.512782902530449, 
13.6316904780056, 2.95004561289220, 5.52949013738349, 1.83360546107918, 
3.30935160400959, 1.26301246102393, 2.27215927887482, 84.20268600263, 
2.9500456128922, 14.8753678618693, -0.00696384018943662, 6.00708415659915, 
-0.392244581311429, 3.44695292018524, -0.434902113567518, -8.05436983232552, 
5.52949013738349, -0.00696384018943565, 3.54835509675595, 0.253359470545891, 
1.56337848897983, 0.242534756114088, 1.08970029627342, 35.6479469866288, 
1.83360546107917, 6.00708415659915, 0.25335947054589, 3.62644838054873, 
-0.0125527372001168, 1.51686858766016, -0.0786765971912042, -7.29503636643205, 
3.30935160400959, -0.392244581311428, 1.56337848897983, -0.0125527372001164, 
1.96995798131718, 0.0523918056498745, 0.680592307088952, 20.1498606421399, 
1.26301246102393, 3.44695292018524, 0.242534756114088, 1.51686858766016, 
0.0523918056498743, 1.87971377537474, -0.0036103620484587, -6.06457494052766, 
2.27215927887482, -0.434902113567518, 1.08970029627342, -0.078676597191204, 
0.680592307088952, -0.00361036204845865, 1.47941129017510), .Dim = c(8L, 
8L)), structure(c(819.143661337148, 20.6552663424948, 132.998745280787, 
-3.57835751069945, 57.2260677899828, -5.91381020282217, 32.703279767742, 
-5.66993879870671, 21.4830243288986, 20.6552663424948, 15.0705697564038, 
6.43579446665671, 5.84923429398857, 3.37503956394234, 3.40801956178766, 
2.15976656320369, 2.30035013074599, 1.53464088161272, 132.998745280787, 
6.43579446665671, 23.3197490229125, 0.767630557072814, 9.74127662004923, 
-0.153217078523954, 5.61937949600029, -0.366608524889314, 3.71773558375014, 
-3.57835751069946, 5.84923429398857, 0.767630557072808, 3.61940784400026, 
0.595893103896238, 1.58530423592562, 0.441809211162737, 1.09596479691003, 
0.34102406070451, 57.2260677899828, 3.37503956394235, 9.74127662004923, 
0.59589310389624, 5.27774681061211, 0.093147690391196, 2.47753803070139, 
-0.0484764677464773, 1.64402102808739, -5.91381020282216, 3.40801956178767, 
-0.153217078523954, 1.58530423592562, 0.0931476903911958, 1.97672391786116, 
0.113884730886574, 0.682525432281534, 0.105234597498713, 32.703279767742, 
2.15976656320369, 5.61937949600029, 0.441809211162737, 2.47753803070139, 
0.113884730886574, 2.43859868799330, 0.0139590493948294, 0.956435697295593, 
-5.66993879870671, 2.30035013074599, -0.366608524889314, 1.09596479691003, 
-0.0484764677464775, 0.682525432281534, 0.0139590493948297, 1.47996361179176, 
0.0300670351004980, 21.4830243288986, 1.53464088161272, 3.71773558375014, 
0.341024060704510, 1.64402102808739, 0.105234597498713, 0.956435697295593, 
0.0300670351004979, 1.63677569819399), .Dim = c(9L, 9L)), structure(c(854.250474615544, 
8.91493970168793, 135.837282178762, -9.26710489293656, 57.8827925389345, 
-9.48270773821005, 32.8632945092877, -8.19037659798335, 21.4801537258390, 
-6.95559236414534, 8.91493970168783, 18.9967384046347, 5.48653854587784, 
7.75164998506586, 3.15541942910870, 4.60152073436018, 2.10625486112516, 
3.14322820135604, 1.53560086101374, 2.32607060310064, 135.837282178762, 
5.48653854587783, 23.549256943705, 0.307670855812477, 9.7943756415108, 
-0.441777799172487, 5.63231737630568, -0.570396764954333, 3.71750348314227, 
-0.562389568552582, -9.26710489293657, 7.75164998506586, 0.307670855812478, 
4.5412188475311, 0.489476689315478, 2.16361239368755, 0.41588024304865, 
1.50437936359351, 0.341489216442637, 1.12709198467218, 57.8827925389345, 
3.15541942910871, 9.7943756415108, 0.489476689315479, 5.29003181615983, 
0.0263861954251879, 2.48053134257331, -0.0956249761528032, 1.64396732922109, 
-0.130114619430786, -9.48270773821007, 4.60152073436018, -0.441777799172486, 
2.16361239368755, 0.0263861954251878, 2.33953182973571, 0.0976179107626083, 
0.938748752199806, 0.105526418009594, 0.707093413712111, 32.8632945092876, 
2.10625486112515, 5.63231737630568, 0.415880243048649, 2.48053134257331, 
0.0976179107626074, 2.43932802555265, 0.00247104563233753, 0.956422613259673, 
-0.0317031712794379, -8.19037659798336, 3.14322820135604, -0.570396764954334, 
1.50437936359351, -0.095624976152804, 0.938748752199806, 0.00247104563233791, 
1.66091443320781, 0.0302731254796505, 0.499365686425022, 21.4801537258390, 
1.53560086101374, 3.71750348314227, 0.341489216442637, 1.64396732922109, 
0.105526418009594, 0.956422613259674, 0.030273125479651, 1.63677593291659, 
0.000568742727152438, -6.95559236414535, 2.32607060310064, -0.562389568552583, 
1.12709198467218, -0.130114619430787, 0.707093413712111, -0.0317031712794377, 
0.499365686425022, 0.00056874272715208, 1.37808763081201), .Dim = c(10L, 
10L)), structure(c(1203.57808384091, 36.0200044219273, 196.778640962872, 
-2.77896868179259, 84.922037294422, -7.20682480616153, 48.627329204544, 
-7.31357854683658, 31.9920469792315, -6.6607108350063, 22.870799165159, 
36.0200044219273, 21.099877446858, 10.215106887915, 8.25507813466665, 
5.25345136168079, 4.77811128300207, 3.32941950480884, 3.21126080827084, 
2.35124079167159, 2.34895108182903, 1.77459346242315, 196.778640962872, 
10.2151068879150, 34.1806788879622, 1.43954771364311, 14.5114614726293, 
-0.0447424814655483, 8.38240545660101, -0.417436440018575, 5.55133808807313, 
-0.510946508824441, 3.98988668743918, -2.77896868179257, 8.25507813466666, 
1.43954771364311, 4.66172438554944, 0.991682350668981, 2.20588285291777, 
0.708669022517945, 1.52066432085218, 0.536728852428624, 1.13256888222244, 
0.424784232114743, 84.9220372944221, 5.25345136168079, 14.5114614726293, 
0.991682350668983, 7.38296904081382, 0.202547924442134, 3.70072574233528, 
-0.0277575746649424, 2.457626619285, -0.107289701990266, 1.77028416892570, 
-7.20682480616153, 4.77811128300208, -0.0447424814655465, 2.20588285291777, 
0.202547924442135, 2.35435929536855, 0.200321208628792, 0.94446112553292, 
0.174011810538296, 0.709014578319263, 0.149004144212143, 48.627329204544, 
3.32941950480884, 8.38240545660101, 0.708669022517945, 3.70072574233528, 
0.200321208628791, 3.15070835539346, 0.0420381297504842, 1.43079064367894, 
-0.0183961135674913, 1.03208581865971, -7.31357854683657, 3.21126080827085, 
-0.417436440018575, 1.52066432085218, -0.0277575746649426, 0.94446112553292, 
0.042038129750484, 1.66311516055427, 0.0566575487975668, 0.500105827035844, 
0.0574047730743405, 31.9920469792315, 2.35124079167159, 5.55133808807313, 
0.536728852428625, 2.457626619285, 0.174011810538296, 1.43079064367894, 
0.0566575487975672, 1.95309762307945, 0.00944225594181252, 0.68822329840189, 
-6.6607108350063, 2.34895108182903, -0.510946508824439, 1.13256888222244, 
-0.107289701990266, 0.709014578319263, -0.0183961135674909, 0.500105827035844, 
0.00944225594181244, 1.37833655220823, 0.0193061643349974, 22.870799165159, 
1.77459346242315, 3.98988668743918, 0.424784232114743, 1.77028416892570, 
0.149004144212142, 1.03208581865971, 0.0574047730743405, 0.68822329840189, 
0.0193061643349973, 1.49737221061044), .Dim = c(11L, 11L)), structure(c(1249.70436071525, 
21.9003426666617, 200.804788373757, -9.68090876399071, 85.9709240121947, 
-11.5531126741251, 48.9661431851002, -10.3896546121603, 32.0839031494598, 
-8.99306559675041, 22.8600930841128, -7.7799950077724, 21.9003426666617, 
25.4220309262249, 8.98266751775889, 10.3678231038963, 4.93237785048112, 
6.1085484816021, 3.22570554548602, 4.15287492757390, 2.32312280466547, 
3.06290552516656, 1.77787068862289, 2.38152535628331, 200.804788373757, 
8.9826675177589, 34.5321025031461, 0.837109579132873, 14.6030138984746, 
-0.42410966287207, 8.41197894752667, -0.685932761970815, 5.55935578442738, 
-0.714526869555919, 3.98895220359587, -0.679079450583789, -9.68090876399072, 
10.3678231038963, 0.837109579132868, 5.69447144701172, 0.834735946803918, 
2.85622405705055, 0.657971807149744, 1.98094193547416, 0.522984283690966, 
1.48156242574682, 0.426386198171642, 1.16413166251499, 85.9709240121947, 
4.93237785048112, 14.6030138984746, 0.834735946803916, 7.40682016041985, 
0.103715676854459, 3.70843018995334, -0.0977058893008538, 2.45971537917246, 
-0.16032619434367, 1.77004071840306, -0.176912900433233, -11.5531126741251, 
6.1085484816021, -0.424109662872071, 2.85622405705055, 0.103715676854459, 
2.76389198500314, 0.168396171686993, 1.23430702226661, 0.165356584378207, 
0.928782699478418, 0.150012933850292, 0.73307668007026, 48.9661431851002, 
3.22570554548603, 8.41197894752667, 0.657971807149744, 3.70843018995334, 
0.168396171686993, 3.15319706510936, 0.0194432522355649, 1.43146536006143, 
-0.0355280924405143, 1.03200717867002, -0.0571468424493999, -10.3896546121603, 
4.15287492757391, -0.685932761970816, 1.98094193547416, -0.0977058893008535, 
1.23430702226661, 0.0194432522355648, 1.86825298222198, 0.0505318307503938, 
0.655646250946056, 0.0581187418116032, 0.518833473096149, 32.0839031494598, 
2.32312280466547, 5.55935578442738, 0.522984283690965, 2.45971537917246, 
0.165356584378207, 1.43146536006143, 0.0505318307503936, 1.95328054605911, 
0.00479758937537752, 0.688201978241848, -0.0154931330741029, 
-8.99306559675042, 3.06290552516656, -0.71452686955592, 1.48156242574682, 
-0.160326194343670, 0.928782699478418, -0.0355280924405141, 0.655646250946056, 
0.00479758937537755, 1.49627103778231, 0.0198475125815083, 0.393392001962976, 
22.8600930841128, 1.77787068862289, 3.98895220359587, 0.426386198171643, 
1.77004071840306, 0.150012933850292, 1.03200717867002, 0.0581187418116036, 
0.688201978241848, 0.0198475125815084, 1.49737469553178, 0.00180576588276177, 
-7.77999500777241, 2.38152535628331, -0.67907945058379, 1.16413166251499, 
-0.176912900433233, 0.733076680070259, -0.0571468424494, 0.518833473096149, 
-0.0154931330741029, 0.393392001962976, 0.00180576588276152, 
1.3122308242166), .Dim = c(12L, 12L)), structure(c(1667.25617406901, 
56.288946492654, 274.10014017619, -1.05331789738936, 118.574463240461, 
-8.31030248037923, 68.0048525590383, -8.98275406451293, 44.7945139161181, 
-8.37398691744668, 32.0545937572277, -7.54643154813351, 24.2414993669381, 
56.2889464926538, 28.2541969838992, 15.0191035594941, 11.0783715790693, 
7.6175301070134, 6.3756188462112, 4.79368971674345, 4.26874401018427, 
3.36993937703337, 3.11389141663877, 2.53510854728756, 2.40076110385970, 
1.99647394938093, 274.10014017619, 15.0191035594941, 47.3980712860211, 
2.35156188792749, 20.3261069406201, 0.145120086293785, 11.7539567735092, 
-0.438971145967781, 7.79052484649704, -0.6058563090607, 5.60291756054354, 
-0.638080668169405, 4.25525447979026, -1.05331789738939, 11.0783715790693, 
2.35156188792748, 5.87273752509093, 1.50840083884532, 2.92322805203970, 
1.05135578933663, 2.01001177046684, 0.785615041963906, 1.4943540300183, 
0.61636595036856, 1.16895762639947, 0.500885714879348, 118.574463240461, 
7.6175301070134, 20.3261069406201, 1.50840083884532, 9.95258989776372, 
0.356922790272102, 5.19502248359723, 0.0121485903793083, 3.45219315915723, 
-0.111986909587747, 2.4879714129735, -0.158675653760872, 1.89283976331893, 
-8.31030248037926, 6.3756188462112, 0.145120086293781, 2.92322805203970, 
0.356922790272102, 2.78907644742515, 0.316255476470469, 1.24523335833218, 
0.264070317248363, 0.933590616933853, 0.221419689983612, 0.734890591406715, 
0.188265452920355, 68.0048525590383, 4.79368971674346, 11.7539567735092, 
1.05135578933663, 5.19502248359723, 0.316255476470471, 4.02128682794359, 
0.0835923465229277, 2.01101888279185, -0.00730055593385933, 1.45124000332931, 
-0.0464972734947861, 1.10531638583641, -8.98275406451294, 4.26874401018426, 
-0.438971145967785, 2.01001177046684, 0.0121485903793072, 1.24523335833218, 
0.083592346522926, 1.87299339787260, 0.0933590073465376, 0.657732176824213, 
0.0890987246991117, 0.519620442638047, 0.0816793931780217, 44.7945139161181, 
3.36993937703337, 7.79052484649704, 0.785615041963907, 3.45219315915723, 
0.264070317248363, 2.01101888279185, 0.0933590073465384, 2.34020169187774, 
0.0236428389346184, 0.96808992391034, -0.00838327477666626, 0.737930606452137, 
-8.37398691744668, 3.11389141663877, -0.605856309060702, 1.4943540300183, 
-0.111986909587747, 0.933590616933854, -0.00730055593386019, 
0.657732176824214, 0.0236428389346183, 1.49718890808945, 0.0334796395452239, 
0.39373829229989, 0.0359413968098299, 32.0545937572277, 2.53510854728756, 
5.60291756054354, 0.61636595036856, 2.4879714129735, 0.221419689983613, 
1.45124000332931, 0.0890987246991124, 0.96808992391034, 0.0334796395452240, 
1.69983781489628, 0.00694883871392815, 0.533798381705934, -7.54643154813352, 
2.40076110385969, -0.638080668169408, 1.16895762639947, -0.158675653760873, 
0.734890591406715, -0.0464972734947870, 0.519620442638048, -0.00838327477666646, 
0.39373829229989, 0.00694883871392789, 1.31236147121161, 0.0135598224648768, 
24.2414993669381, 1.99647394938094, 4.25525447979026, 0.500885714879348, 
1.89283976331893, 0.188265452920356, 1.10531638583641, 0.0816793931780223, 
0.737930606452138, 0.0359413968098300, 0.533798381705934, 0.0135598224648771, 
1.40737094837924), .Dim = c(13L, 13L)), structure(c(1725.02315628199, 
39.8345950081936, 279.421467469139, -9.15847199029239, 120.063091425293, 
-13.4308674399428, 68.5501500778068, -12.6135507804251, 44.9995305604056, 
-11.1303350892035, 32.1115643512323, -9.73606687615795, 24.2270262199865, 
-8.55173420601856, 39.8345950081937, 32.9410556772693, 13.5033762999478, 
13.387044270138, 7.19350914478752, 7.83416094787686, 4.63836713118251, 
5.30294041518375, 3.31154242091752, 3.89900983366959, 2.51888103907972, 
3.02445699258248, 2.00059648162909, 2.43587660350581, 279.421467469140, 
13.5033762999478, 47.8882565626956, 1.60493853950565, 20.4632350626988, 
-0.326571544994106, 11.8041880034999, -0.773429636256977, 7.80941038669615, 
-0.859763129069919, 5.60816552685864, -0.839783540402773, 4.25392125536112, 
-0.787761016573657, -9.1584719902924, 13.3870442701380, 1.60493853950564, 
7.00995329010345, 1.29953479871553, 3.64168289337145, 0.974846332779237, 
2.51944061260396, 0.756849622170666, 1.88109098268518, 0.608372535696881, 
1.47618038689426, 0.50291640926165, 1.19987440655769, 120.063091425293, 
7.1935091447875, 20.4632350626988, 1.29953479871553, 9.99095115168064, 
0.224968219874974, 5.20907454628889, -0.0814153473172009, 3.45747634244567, 
-0.183016716208951, 2.48943951860577, -0.215101534755947, 1.89246679707339, 
-0.220374201326746, -13.4308674399428, 7.83416094787685, -0.326571544994108, 
3.64168289337145, 0.224968219874975, 3.24297215913941, 0.267919363691790, 
1.56707344286830, 0.245897288216201, 1.17791807396867, 0.216369718248842, 
0.92898364431331, 0.189548377634478, 0.758040472972113, 68.5501500778068, 
4.63836713118251, 11.8041880034999, 0.974846332779236, 5.20907454628889, 
0.267919363691792, 4.02643422136089, 0.0493190581411366, 2.01295415901985, 
-0.0333193950931084, 1.45177778325768, -0.0671665670191128, 1.10517976503995, 
-0.0807249966165048, -12.6135507804251, 5.30294041518374, -0.773429636256978, 
2.51944061260396, -0.0814153473171991, 1.56707344286830, 0.0493190581411363, 
2.10119788921493, 0.0804732077034859, 0.8309754293978, 0.08551798293822, 
0.657244401056624, 0.0825890660120881, 0.537497499109961, 44.9995305604056, 
3.31154242091752, 7.80941038669615, 0.756849622170667, 3.45747634244567, 
0.245897288216202, 2.01295415901985, 0.0804732077034861, 2.34092930171345, 
0.0138604817643320, 0.968292114150518, -0.0161543521285393, 0.737879240846649, 
-0.0303503451725615, -11.1303350892035, 3.89900983366959, -0.85976312906992, 
1.88109098268518, -0.183016716208951, 1.17791807396867, -0.0333193950931089, 
0.8309754293978, 0.0138604817643317, 1.62870789961206, 0.0307612909902312, 
0.498216613687174, 0.0366319821687078, 0.408045496599316, 32.1115643512323, 
2.51888103907971, 5.60816552685864, 0.608372535696881, 2.48943951860577, 
0.216369718248842, 1.45177778325767, 0.0855179829382201, 0.968292114150518, 
0.0307612909902313, 1.69989400008129, 0.00478939017586292, 0.533784108088963, 
-0.00843383813401006, -9.73606687615795, 3.02445699258248, -0.839783540402774, 
1.47618038689426, -0.215101534755946, 0.92898364431331, -0.0671665670191128, 
0.657244401056624, -0.0161543521285395, 0.498216613687174, 0.00478939017586278, 
1.39535875938674, 0.0141084215549004, 0.324150208580381, 24.2270262199865, 
2.00059648162909, 4.25392125536112, 0.50291640926165, 1.89246679707339, 
0.189548377634477, 1.10517976503995, 0.0825890660120875, 0.737879240846648, 
0.0366319821687076, 0.533784108088963, 0.0141084215549001, 1.40737457453342, 
0.00214258216586551, -8.55173420601856, 2.43587660350580, -0.787761016573658, 
1.19987440655769, -0.220374201326746, 0.758040472972113, -0.0807249966165052, 
0.53749749910996, -0.0303503451725618, 0.408045496599316, -0.0084338381340102, 
0.324150208580381, 0.00214258216586556, 1.26598543196973), .Dim = c(14L, 
14L)), structure(c(2211.56077139487, 81.7722258195251, 365.250563442343, 
1.71319662944353, 158.319279643632, -9.16197931259021, 90.9182253384846, 
-10.637414283462, 59.9468919589412, -10.1587634693626, 42.9321089483646, 
-9.26829291291937, 32.4898818504405, -8.3592255398479, 25.5776896387275, 
81.7722258195251, 36.5559146798142, 20.9015071494186, 14.3241393902590, 
10.4910422602431, 8.20212233194836, 6.56640733425034, 5.47327561696091, 
4.59994624513139, 3.98275548998477, 3.45156946931917, 3.06477727032482, 
2.71282217212768, 2.45247009416114, 2.20469635184724, 365.250563442343, 
20.9015071494186, 63.0291901447132, 3.5227871505235, 27.2119302265845, 
0.426494194221987, 15.7500939697614, -0.424823477584857, 10.4462435444437, 
-0.688370185926527, 7.51699545462101, -0.757264501509441, 5.71155455418515, 
-0.753800960308323, 4.51210741078228, 1.71319662944351, 14.3241393902590, 
3.5227871505235, 7.25288040386817, 2.15436819297947, 3.73707107231941, 
1.47466031291514, 2.56359732418187, 1.09084797053394, 1.90280072179507, 
0.850157284688595, 1.48663278226782, 0.687549673939804, 1.20417600700958, 
0.571532718485098, 158.319279643632, 10.4910422602431, 27.2119302265844, 
2.15436819297947, 12.9990144371009, 0.560628572970479, 6.96786414584724, 
0.0739671913081214, 4.63277924455991, -0.106622567839548, 3.34025305876089, 
-0.178320722285484, 2.54217064401290, -0.205237349544017, 2.01115983351545, 
-9.16197931259023, 8.20212233194837, 0.426494194221989, 3.73707107231941, 
0.560628572970477, 3.2804274457972, 0.464177182092702, 1.58441209329918, 
0.377045655017508, 1.18644265752394, 0.311309334277236, 0.933087899885595, 
0.262046793385313, 0.759729546815329, 0.224419021741117, 90.9182253384846, 
6.56640733425035, 15.7500939697614, 1.47466031291514, 6.96786414584725, 
0.464177182092704, 5.0547838809268, 0.140169936914790, 2.70014399661015, 
0.0113476284600390, 1.94924138810973, -0.0456611316946967, 1.48505620391966, 
-0.0718746051986926, 1.17590843762528, -10.637414283462, 5.47327561696092, 
-0.424823477584859, 2.56359732418188, 0.0739671913081197, 1.58441209329918, 
0.140169936914788, 2.10922422743284, 0.141183881401531, 0.834921595280443, 
0.129467047576210, 0.65914432651433, 0.116149740610060, 0.538279398369924, 
0.103887149591440, 59.9468919589412, 4.59994624513139, 10.4462435444437, 
1.09084797053394, 4.63277924455991, 0.377045655017508, 2.70014399661015, 
0.141183881401532, 2.80014068812721, 0.0437090107890668, 1.30071983525237, 
-0.00178344582208682, 0.991729889708947, -0.0244361126112514, 
0.785795299056045, -10.1587634693626, 3.98275548998478, -0.688370185926527, 
1.90280072179507, -0.106622567839549, 1.18644265752394, 0.0113476284600379, 
0.834921595280442, 0.0437090107890663, 1.63064804027777, 0.0523689400501235, 
0.499150715991016, 0.0531321576536573, 0.408429918997122, 0.0510763332210758, 
42.9321089483646, 3.45156946931917, 7.51699545462101, 0.850157284688596, 
3.34025305876089, 0.311309334277236, 1.94924138810973, 0.129467047576211, 
1.30071983525237, 0.0523689400501238, 1.94054175627042, 0.0151926331592977, 
0.717549134824356, -0.00415246595860141, 0.56884508582805, -9.26829291291937, 
3.06477727032483, -0.757264501509442, 1.48663278226782, -0.178320722285485, 
0.933087899885594, -0.0456611316946977, 0.65914432651433, -0.00178344582208704, 
0.499150715991016, 0.0151926331592976, 1.39580849333102, 0.0220526145748556, 
0.324335293019764, 0.0245912687552914, 32.4898818504405, 2.71282217212768, 
5.71155455418515, 0.687549673939804, 2.54217064401290, 0.262046793385313, 
1.48505620391966, 0.116149740610060, 0.991729889708947, 0.0531321576536573, 
0.717549134824356, 0.0220526145748556, 1.54770243624229, 0.00541195182356463, 
0.434385236167882, -8.3592255398479, 2.45247009416114, -0.753800960308323, 
1.20417600700958, -0.205237349544018, 0.759729546815328, -0.0718746051986931, 
0.538279398369924, -0.0244361126112516, 0.408429918997122, -0.00415246595860139, 
0.324335293019764, 0.00541195182356462, 1.26606160200345, 0.0101203417025442, 
25.5776896387275, 2.20469635184724, 4.51210741078228, 0.571532718485098, 
2.01115983351545, 0.224419021741116, 1.17590843762528, 0.103887149591440, 
0.785795299056045, 0.0510763332210758, 0.56884508582805, 0.0245912687552914, 
0.434385236167882, 0.0101203417025442, 1.34464055179653), .Dim = c(15L, 
15L)), structure(c(2281.70463581081, 62.9938098561674, 371.984936235228, 
-7.6018810694523, 160.298007976291, -15.0642327617156, 91.6986494030292, 
-14.8294691911718, 60.2838167981489, -13.3447132374785, 43.0701024886997, 
-11.8012259179920, 32.5281076796795, -10.4389280844588, 25.5624332450559, 
-9.29580294261557, 62.9938098561675, 41.5831385008492, 19.0986288134375, 
16.8179056692723, 9.96131119938987, 9.78223160182238, 6.35747776023804, 
6.59554270979061, 4.50974712605186, 4.8356752782226, 3.41462682120104, 
3.74287606018268, 2.70258862528722, 3.00923325210523, 2.20878068493592, 
2.4886061784968, 371.984936235228, 19.0986288134374, 63.6757438709884, 
2.62846508341811, 27.4019039949087, -0.140169410293797, 15.8250209306710, 
-0.827294324492114, 10.4785910275668, -0.994246881152836, 7.53024393973575, 
-1.0004463572232, 5.71522453995708, -0.95346906172208, 4.51064267479532, 
-0.892471536123538, -7.60188106945226, 16.8179056692723, 2.62846508341812, 
8.48991907088004, 1.89159384603821, 4.5208880167491, 1.37102030305931, 
3.12030057268942, 1.04610448395684, 2.32589360214598, 0.83183179662329, 
1.82300529246151, 0.682473298800441, 1.48035968971498, 0.573558761583967, 
1.23447898693345, 160.298007976292, 9.96131119938988, 27.4019039949087, 
1.89159384603821, 13.0548335147499, 0.394128534462044, 6.98987957400819, 
-0.0442888797974801, 4.64228374977717, -0.196496844444138, 3.34414579735243, 
-0.249773676063034, 2.54324897826171, -0.263904866408272, 2.01072945719284, 
-0.262230614332889, -15.0642327617155, 9.78223160182239, -0.140169410293786, 
4.5208880167491, 0.394128534462045, 3.77707239211818, 0.398508421679561, 
1.93715243265599, 0.348695124135014, 1.45452430891456, 0.299697871803554, 
1.14622147457573, 0.258830282085708, 0.934726057476059, 0.225702770546554, 
0.782195070618233, 91.6986494030293, 6.35747776023806, 15.8250209306711, 
1.37102030305932, 6.9898795740082, 0.398508421679561, 5.06346691722051, 
0.0935289290783922, 2.70389263884191, -0.0240994044086715, 1.95077671098532, 
-0.073842668134343, 1.48548150636438, -0.095013477378571, 1.17573869424338, 
-0.103425557975155, -14.8294691911718, 6.59554270979062, -0.827294324492104, 
3.12030057268942, -0.0442888797974785, 1.93715243265599, 0.093528929078392, 
2.35975682205858, 0.121048015812824, 1.0253256523183, 0.121220046889439, 
0.8105217038972, 0.113865224688235, 0.662570059160878, 0.104798927698991, 
0.555551318294857, 60.2838167981489, 4.50974712605186, 10.4785910275668, 
1.04610448395684, 4.64228374977716, 0.348695124135013, 2.70389263884191, 
0.121048015812822, 2.8017590527299, 0.0284058103979765, 1.30138266516301, 
-0.0139499845860510, 0.991913501368663, -0.034425631313817, 0.785722017407933, 
-0.0446509033666429, -13.3447132374785, 4.83567527822261, -0.994246881152834, 
2.32589360214598, -0.196496844444138, 1.45452430891456, -0.0240994044086724, 
1.02532565231830, 0.0284058103979770, 1.77535458032153, 0.0461012430604366, 
0.614197090856955, 0.0513959320717841, 0.502890466543306, 0.0517692819811206, 
0.422217416676222, 43.0701024886997, 3.41462682120104, 7.53024393973575, 
0.831831796623288, 3.34414579735243, 0.299697871803553, 1.95077671098531, 
0.121220046889438, 1.30138266516301, 0.0461012430604363, 1.94081323000982, 
0.0102096115404868, 0.717624336234322, -0.00824385042069897, 
0.568815072030027, -0.0182875689702926, -11.8012259179920, 3.74287606018269, 
-1.00044635722320, 1.82300529246151, -0.249773676063032, 1.14622147457573, 
-0.0738426681343433, 0.8105217038972, -0.0139499845860504, 0.614197090856955, 
0.0102096115404873, 1.48727407854777, 0.0206722591390660, 0.399434480380296, 
0.0251421854090041, 0.335676488285697, 32.5281076796795, 2.70258862528722, 
5.71522453995709, 0.682473298800441, 2.54324897826171, 0.258830282085707, 
1.48548150636438, 0.113865224688235, 0.991913501368663, 0.0513959320717841, 
0.717624336234322, 0.0206722591390657, 1.54772326791488, 0.00427859033846914, 
0.434376921993761, -0.00506587110527014, -10.4389280844588, 3.00923325210523, 
-0.953469061722077, 1.48035968971498, -0.263904866408271, 0.934726057476059, 
-0.0950134773785713, 0.662570059160878, -0.0344256313138164, 
0.502890466543307, -0.00824385042069861, 0.399434480380296, 0.00427859033846937, 
1.32772291351036, 0.0105726800645549, 0.275612203503122, 25.5624332450559, 
2.20878068493592, 4.51064267479532, 0.573558761583967, 2.01072945719284, 
0.225702770546553, 1.17573869424338, 0.104798927698990, 0.785722017407933, 
0.0517692819811205, 0.568815072030027, 0.0251421854090037, 0.434376921993761, 
0.0105726800645547, 1.34464387008456, 0.00202185081104250, -9.29580294261556, 
2.4886061784968, -0.892471536123537, 1.23447898693345, -0.26223061433289, 
0.782195070618233, -0.103425557975156, 0.555551318294856, -0.0446509033666429, 
0.422217416676222, -0.0182875689702925, 0.335676488285697, -0.00506587110527012, 
0.275612203503121, 0.00202185081104253, 1.23192460334437), .Dim = c(16L, 
16L)), structure(c(2836.65208921483, 112.643335587721, 470.29445005428, 
5.59415596509935, 204.191833405888, -9.71852462020793, 117.39053655333, 
-12.2481105528553, 77.4657976017784, -11.9933259901707, 55.5160548474411, 
-11.0775343811381, 42.0370780681148, -10.0652489059055, 33.1101684197937, 
-9.1318971795888, 26.8385043262545, 112.643335587721, 46.0251363697426, 
27.8940935120780, 17.9985165114031, 13.8883633946119, 10.2604964759059, 
8.65605576854612, 6.82648931806745, 6.04696870044804, 4.95657994315436, 
4.52812978098336, 3.80762262557437, 3.55332839728775, 3.04266523539871, 
2.88405447793103, 2.50327034777815, 2.40116249379926, 470.29445005428, 
27.8940935120781, 81.0913756538808, 4.96615665628225, 35.1777404478428, 
0.80682830126714, 20.376365241465, -0.370003978948770, 13.5223966507693, 
-0.754847236287038, 9.73505723854037, -0.872243654955303, 7.39974845311801, 
-0.887271409777643, 5.84773174676412, -0.863435461128566, 4.75446872629174, 
5.59415596509935, 17.9985165114031, 4.96615665628225, 8.80370624541194, 
2.93534049701243, 4.64800304751206, 1.98194498114064, 3.18168242782141, 
1.45467299548145, 2.35802809714029, 1.12778278666532, 1.84021387728041, 
0.90858610396165, 1.48924536753726, 0.753035561201462, 1.23837648480613, 
0.638189967120269, 204.191833405888, 13.8883633946119, 35.1777404478428, 
2.93534049701243, 16.5266359332056, 0.816949791720957, 9.02199126785387, 
0.159884875296709, 6.00130046623035, -0.0896082452492687, 4.32856415406114, 
-0.192532959327241, 3.29536538799557, -0.234348538994766, 2.60772106084215, 
-0.249266412217761, 2.12280390956308, -9.71852462020798, 10.2604964759059, 
0.80682830126713, 4.64800304751206, 0.816949791720951, 3.82856662884081, 
0.645993709642627, 1.96201819211550, 0.514206028105817, 1.46754197710272, 
0.419587472962793, 1.15319266386001, 0.350428468744669, 0.938325641211166, 
0.298408734194191, 0.783773945098121, 0.258530443202864, 117.39053655333, 
8.65605576854612, 20.376365241465, 1.98194498114064, 9.02199126785387, 
0.645993709642629, 6.25290036951392, 0.213035693950066, 3.49935085586358, 
0.0384645166278548, 2.52697541505614, -0.0403385927801189, 1.92570948225053, 
-0.0777135992965582, 1.52516918385145, -0.0958373650009562, 1.24251732340325, 
-12.2481105528553, 6.82648931806745, -0.370003978948772, 3.18168242782141, 
0.159884875296708, 1.96201819211550, 0.213035693950066, 2.37176410739478, 
0.200970636051521, 1.03161168016320, 0.179112855363914, 0.813887981891058, 
0.158096552723208, 0.664308241703399, 0.139907497480736, 0.556313732023703, 
0.124840297143776, 77.4657976017784, 6.04696870044804, 13.5223966507693, 
1.45467299548145, 6.00130046623035, 0.514206028105819, 3.49935085586358, 
0.200970636051521, 3.3337381843133, 0.0702467263244978, 1.68672746348411, 
0.00845655862394869, 1.28632506353404, -0.0228559801094753, 1.01941088306133, 
-0.0395761424020555, 0.830959153525712, -11.9933259901707, 4.95657994315436, 
-0.754847236287042, 2.35802809714029, -0.0896082452492717, 1.46754197710272, 
0.038464516627854, 1.03161168016320, 0.0702467263244969, 1.77864542791618, 
0.0764091599542554, 0.615959397374257, 0.0745518205061524, 0.503800436078959, 
0.0701492439011771, 0.422616553849587, 0.0653561202252395, 55.5160548474411, 
4.52812978098336, 9.73505723854037, 1.12778278666532, 4.32856415406114, 
0.419587472962794, 2.52697541505614, 0.179112855363913, 1.68672746348411, 
0.0764091599542553, 2.21994187393079, 0.0264400317989493, 0.93088451376862, 
0.000136750706854249, 0.738090112081059, -0.0146116113540486, 
0.601914188767834, -11.0775343811381, 3.80762262557437, -0.872243654955305, 
1.84021387728041, -0.192532959327242, 1.15319266386001, -0.0403385927801197, 
0.813887981891058, 0.00845655862394857, 0.615959397374257, 0.0264400317989496, 
1.48821782454986, 0.033072642908909, 0.399921785002314, 0.034984976892898, 
0.335890233231852, 0.0349993469176749, 42.0370780681148, 3.55332839728775, 
7.39974845311801, 0.908586103961651, 3.29536538799557, 0.35042846874467, 
1.92570948225053, 0.158096552723208, 1.28632506353404, 0.074551820506153, 
0.93088451376862, 0.0330726429089092, 1.71065854636963, 0.0106815465496282, 
0.563706626700202, -0.00225736187154656, 0.459875149156622, -10.0652489059055, 
3.04266523539871, -0.887271409777645, 1.48924536753726, -0.234348538994766, 
0.938325641211167, -0.077713599296558, 0.664308241703399, -0.0228559801094752, 
0.503800436078959, 0.000136750706854587, 0.399921785002314, 0.0106815465496281, 
1.32797453396133, 0.0156550197757023, 0.275722571017225, 0.0180719637305300, 
33.1101684197937, 2.88405447793103, 5.84773174676412, 0.753035561201464, 
2.60772106084215, 0.298408734194193, 1.52516918385145, 0.139907497480737, 
1.01941088306133, 0.0701492439011778, 0.738090112081059, 0.0349849768928984, 
0.563706626700202, 0.0156550197757024, 1.44729918622041, 0.00425110204077948, 
0.365025412582910, -9.1318971795888, 2.50327034777815, -0.863435461128566, 
1.23837648480613, -0.249266412217763, 0.783773945098121, -0.0958373650009565, 
0.556313732023703, -0.0395761424020557, 0.422616553849587, -0.0146116113540486, 
0.335890233231852, -0.00225736187154671, 0.275722571017225, 0.00425110204077922, 
1.23197301351184, 0.0079268505569946, 26.8385043262545, 2.40116249379926, 
4.75446872629173, 0.638189967120268, 2.12280390956308, 0.258530443202864, 
1.24251732340325, 0.124840297143776, 0.830959153525712, 0.0653561202252397, 
0.601914188767834, 0.0349993469176749, 0.459875149156622, 0.0180719637305299, 
0.365025412582910, 0.00792685055699466, 1.29797030340870), .Dim = c(17L, 
17L)), structure(c(2924.03948019569, 91.0026805723211, 479.082824789297, 
-5.24191390578497, 206.906889760163, -16.6112007506642, 118.535529409201, 
-17.1543652651036, 78.0140088568987, -15.7274675244308, 55.7884483272507, 
-14.0494010485901, 42.166172520358, -12.5072959384568, 33.1590218846548, 
-11.1881847766414, 26.8388418158651, -10.2777316330393, 91.0026805723212, 
51.3842384580592, 25.7177362178357, 20.6819660018569, 13.2160055492707, 
11.9674020671875, 8.37250919379839, 8.04147656570315, 5.91120940480739, 
5.88130452658579, 4.46067413024592, 4.54357709887413, 3.52135938580996, 
3.64741492262317, 2.87195638268638, 3.01249038514241, 2.40107891771271, 
2.54518234399728, 479.082824789297, 25.7177362178356, 81.9752048838911, 
3.87639483125218, 35.4507882228172, 0.113645679821434, 20.4915148777389, 
-0.863416180327189, 13.5775291577582, -1.13038236496234, 9.76245130476782, 
-1.17111832832480, 7.4127312233989, -1.13286318453668, 5.85264484179426, 
-1.07023218274926, 4.75450266694556, -1.03361086768973, -5.24191390578492, 
20.6819660018569, 3.87639483125220, 10.1473830496878, 2.59867247170659, 
5.50269752126798, 1.83996542953124, 3.79005988674019, 1.38669459038511, 
2.82106307414313, 1.09400589109267, 2.20872647954623, 0.892578342559246, 
1.79206013263994, 0.74697771289309, 1.49335693251457, 0.63814811828002, 
1.27444264945094, 206.906889760163, 13.2160055492707, 35.4507882228172, 
2.59867247170659, 16.6109905629090, 0.602799856406373, 9.05756528023798, 
0.00745146490876647, 6.01833295152393, -0.205625036533583, 4.33702720164661, 
-0.284866480089447, 3.29937624939041, -0.31022098739626, 2.60923889892753, 
-0.313153623449324, 2.12281439509553, -0.319320902757987, -16.6112007506642, 
11.9674020671875, 0.113645679821440, 5.50269752126799, 0.602799856406375, 
4.37222611685482, 0.555682454911708, 2.34899878926571, 0.470965892542152, 
1.76207220545872, 0.398102450750045, 1.38759849989419, 0.340246150225564, 
1.13094197981385, 0.294555419575999, 0.945963527353856, 0.258503823726811, 
0.810655572931173, 118.535529409201, 8.37250919379839, 20.4915148777389, 
1.83996542953124, 9.05756528023798, 0.55568245491171, 6.2679026327158, 
0.148751515975289, 3.50653379110851, -0.0104620542597434, 2.53054444927127, 
-0.0792774610151742, 1.92740094166938, -0.109710508399435, 1.52580928613202, 
-0.122779863018094, 1.24252174535929, -0.134663927623972, -17.1543652651036, 
8.04147656570314, -0.863416180327185, 3.79005988674019, 0.00745146490876721, 
2.34899878926571, 0.148751515975288, 2.64721958250804, 0.170192007424219, 
1.24126034106371, 0.163819667423694, 0.980739683008915, 0.150848707725052, 
0.801413888485434, 0.137164681389349, 0.671761402443555, 0.124821349215947, 
0.577030263634357, 78.0140088568987, 5.91120940480739, 13.5775291577582, 
1.38669459038512, 6.01833295152393, 0.470965892542152, 3.50653379110851, 
0.170192007424219, 3.33717730266757, 0.0468211680798582, 1.6884362817677, 
-0.0101869863715971, 1.28713491757485, -0.0381757837302924, 1.01971735770252, 
-0.0524759439844438, 0.830961270714553, -0.0644757566855298, 
-15.7274675244308, 5.88130452658578, -1.13038236496233, 2.82106307414313, 
-0.205625036533584, 1.76207220545872, -0.0104620542597442, 1.24126034106371, 
0.0468211680798575, 1.93820864225891, 0.0647695424398446, 0.742949923498118, 
0.0690354988659515, 0.608151294372603, 0.0680616915647413, 0.510483565741995, 
0.0653416989918433, 0.439176683710025, 55.7884483272507, 4.46067413024592, 
9.76245130476783, 1.09400589109267, 4.33702720164660, 0.398102450750046, 
2.53054444927127, 0.163819667423695, 1.6884362817677, 0.064769542439845, 
2.22079094617128, 0.0171764859489573, 0.931286911490793, -0.00747530500938581, 
0.738242392234413, -0.021021224088259, 0.601915240749969, -0.03203651067496, 
-14.0494010485901, 4.54357709887413, -1.1711183283248, 2.20872647954623, 
-0.284866480089447, 1.38759849989419, -0.0792774610151746, 0.980739683008915, 
-0.0101869863715972, 0.742949923498117, 0.0171764859489572, 1.58928493949639, 
0.0286824042800148, 0.482970816389476, 0.0333235703424761, 0.405820374180135, 
0.0349878695854828, 0.349524659273122, 42.166172520358, 3.52135938580996, 
7.41273122339891, 0.892578342559246, 3.29937624939041, 0.340246150225564, 
1.92740094166938, 0.150848707725053, 1.28713491757485, 0.0690354988659515, 
0.931286911490793, 0.0286824042800148, 1.71084925326016, 0.00707399263972138, 
0.563778796280048, -0.00529504634762847, 0.459875647718712, -0.0151829471109189, 
-12.5072959384568, 3.64741492262317, -1.13286318453667, 1.79206013263994, 
-0.310220987396259, 1.13094197981385, -0.109710508399435, 0.801413888485435, 
-0.0381757837302922, 0.608151294372603, -0.00747530500938585, 
0.482970816389477, 0.00707399263972142, 1.39621771689966, 0.0142898061270691, 
0.333185678315728, 0.0180625325587579, 0.287211962208656, 33.1590218846548, 
2.87195638268638, 5.85264484179426, 0.74697771289309, 2.60923889892753, 
0.294555419575998, 1.52580928613202, 0.137164681389349, 1.01971735770252, 
0.0680616915647413, 0.738242392234413, 0.0333235703424760, 0.563778796280048, 
0.0142898061270690, 1.44732649749502, 0.00310154519130248, 0.365025601254752, 
-0.00574571223046452, -11.1881847766414, 3.01249038514241, -1.07023218274925, 
1.49335693251457, -0.313153623449323, 0.945963527353857, -0.122779863018094, 
0.671761402443556, -0.0524759439844437, 0.510483565741995, -0.0210212240882589, 
0.405820374180135, -0.00529504634762835, 0.333185678315728, 0.0031015451913026, 
1.28035892633456, 0.00791890918597106, 0.241842351004092, 26.8388418158651, 
2.40107891771271, 4.75450266694556, 0.63814811828002, 2.12281439509553, 
0.258503823726811, 1.24252174535929, 0.124821349215947, 0.830961270714553, 
0.0653416989918431, 0.601915240749969, 0.0349878695854828, 0.459875647718711, 
0.0180625325587578, 0.365025601254752, 0.00791890918597096, 1.29797030471212, 
-3.96925411621815e-05, -10.2777316330393, 2.54518234399728, -1.03361086768972, 
1.27444264945094, -0.319320902757986, 0.810655572931173, -0.134663927623972, 
0.577030263634358, -0.0644757566855298, 0.439176683710025, -0.0320365106749598, 
0.349524659273122, -0.0151829471109188, 0.287211962208656, -0.00574571223046431, 
0.241842351004092, -3.96925411620290e-05, 1.20877584667009), .Dim = c(18L, 
18L)), structure(c(3514.22547602292, 146.764258793439, 584.307181588571, 
10.0893653817167, 254.009531730345, -10.1490637329552, 146.150218816549, 
-13.8753902906288, 96.5037555201956, -13.8937698076466, 69.194222872542, 
-12.9697624988619, 52.4164054437707, -11.8586561612077, 41.3005194355219, 
-10.8047094966945, 33.4887198232198, -10.1001392503231, 27.1798743224057, 
146.764258793439, 56.652668457575, 35.6594770316032, 22.1304861891612, 
17.6663274362891, 12.5779535904978, 10.9815827304916, 8.35127859560063, 
7.65814589964746, 6.05455478903075, 5.72727000206797, 4.64558282226794, 
4.48981537931831, 3.70869929387591, 3.64117618073227, 3.04872165286113, 
3.02936846590553, 2.56196151464915, 2.56799161414358, 584.307181588571, 
35.6594770316032, 100.735672502751, 6.60981109890912, 43.8487258897588, 
1.26578113549954, 25.4149423254321, -0.278807200972408, 16.8740690854804, 
-0.803452101999248, 12.1525690200267, -0.97862939640491, 9.24024691173218, 
-1.01721709357885, 7.30419375896587, -1.00186231296899, 5.9401104940794, 
-1.00194789300737, 4.84590419576402, 10.0893653817168, 22.1304861891612, 
6.60981109890913, 10.5456441508548, 3.82225921271678, 5.67056464809431, 
2.55731304322424, 3.87523791784541, 1.86700329315745, 2.86869709464457, 
1.44224809790931, 2.23677228248376, 1.15884895016750, 1.80890986755795, 
0.95846963857986, 1.50331848134545, 0.810892198416451, 1.27905597209502, 
0.706052409210554, 254.009531730345, 17.6663274362891, 43.8487258897588, 
3.82225921271678, 20.3702442494717, 1.11854189105223, 11.2614888525839, 
0.269145888944365, 7.49399642601885, -0.0592779397778019, 5.40693974312394, 
-0.198700714678863, 4.11744556129565, -0.258453159268509, 3.25901040647085, 
-0.282548527863411, 2.65354000556480, -0.305147285493504, 2.16922105582738, 
-10.1490637329552, 12.5779535904978, 1.26578113549954, 5.67056464809432, 
1.11854189105223, 4.44298214144864, 0.858044605002461, 2.38490134492194, 
0.673416098419182, 1.78214995379351, 0.544886604479026, 1.39941981095085, 
0.452479259928021, 1.13804414615694, 0.383699304851197, 0.950162322004103, 
0.331315485030886, 0.812600089267607, 0.297601219340015, 146.150218816549, 
10.9815827304915, 25.4149423254320, 2.55731304322423, 11.2614888525839, 
0.858044605002455, 7.55998864705002, 0.302174125347234, 4.37166548677307, 
0.075336309771224, 3.1577980658439, -0.0287613806036763, 2.40700737173430, 
-0.0793607777846261, 1.90674839307026, -0.104837128310724, 1.55366826030237, 
-0.126354414140946, 1.27174110001032, -13.8753902906288, 8.35127859560064, 
-0.278807200972402, 3.87523791784541, 0.269145888944369, 2.38490134492194, 
0.302174125347237, 2.66543702067036, 0.272917956569043, 1.25144805979409, 
0.238299915274804, 0.986737974752663, 0.207797292537375, 0.805017622921855, 
0.182397484120676, 0.673891927151312, 0.161766962503275, 0.578016937297755, 
0.151006849269068, 96.5037555201956, 7.65814589964746, 16.8740690854804, 
1.86700329315745, 7.49399642601885, 0.67341609841918, 4.37166548677308, 
0.272917956569042, 3.91643661090263, 0.104268492279559, 2.10842146765861, 
0.0236366614505229, 1.60826115800359, -0.0178547574066054, 1.27477970794414, 
-0.0404621706519884, 1.03929315348904, -0.0589120222205127, 0.851509514144203, 
-13.8937698076466, 6.05455478903075, -0.803452101999244, 2.86869709464457, 
-0.0592779397777991, 1.78214995379351, 0.0753363097712267, 1.25144805979409, 
0.104268492279559, 1.94390590945997, 0.106421052894566, 0.746304341863841, 
0.100882795889369, 0.610166606980783, 0.0933571841311256, 0.511675016827344, 
0.0860027553455959, 0.439728460182207, 0.0844474010564475, 69.194222872542, 
5.72727000206798, 12.1525690200267, 1.44224809790931, 5.40693974312394, 
0.544886604479026, 3.15779806584390, 0.238299915274804, 2.10842146765861, 
0.106421052894566, 2.5252962926719, 0.0416999261701675, 1.16411573592840, 
0.0072582174333552, 0.923172365835342, -0.0123107782576066, 0.752963835515993, 
-0.0280025900796093, 0.617377013198748, -12.9697624988619, 4.64558282226793, 
-0.978629396404913, 2.23677228248375, -0.198700714678863, 1.39941981095085, 
-0.0287613806036758, 0.986737974752661, 0.0236366614505227, 0.74630434186384, 
0.0416999261701665, 1.59125994298056, 0.0474333517542944, 0.484157385561501, 
0.0482169677978249, 0.406521872856873, 0.0471526188314703, 0.349849532421378, 
0.0497206648459026, 52.4164054437707, 4.48981537931831, 9.24024691173218, 
1.15884895016749, 4.11744556129565, 0.452479259928019, 2.40700737173430, 
0.207797292537374, 1.60826115800359, 0.100882795889369, 1.16411573592840, 
0.0474333517542947, 1.88887325878904, 0.0183394392060648, 0.705178705515125, 
0.00136507599959678, 0.575369405567246, -0.0120985579503223, 
0.472054648201643, -11.8586561612077, 3.70869929387592, -1.01721709357884, 
1.80890986755795, -0.258453159268508, 1.13804414615694, -0.0793607777846247, 
0.805017622921855, -0.0178547574066047, 0.610166606980784, 0.00725821743335516, 
0.484157385561502, 0.0183394392060652, 1.39693059989521, 0.0232376618796755, 
0.333607134131228, 0.0253710343190887, 0.287407143870679, 0.0298718501469379, 
41.3005194355219, 3.64117618073227, 7.30419375896588, 0.958469638579858, 
3.25901040647085, 0.383699304851195, 1.90674839307026, 0.182397484120675, 
1.27477970794414, 0.0933571841311252, 0.923172365835342, 0.0482169677978249, 
0.705178705515125, 0.0232376618796751, 1.55963682481458, 0.00839150983733102, 
0.456759335862533, -0.00329586089688537, 0.374940919969803, -10.8047094966945, 
3.04872165286113, -1.00186231296899, 1.50331848134545, -0.282548527863410, 
0.950162322004103, -0.104837128310723, 0.673891927151311, -0.040462170651988, 
0.511675016827344, -0.0123107782576067, 0.406521872856873, 0.00136507599959707, 
0.333607134131228, 0.00839150983733125, 1.28060809065118, 0.0122396891579020, 
0.241957742235266, 0.0176602121846702, 33.4887198232198, 3.02936846590552, 
5.9401104940794, 0.810892198416449, 2.65354000556480, 0.331315485030885, 
1.55366826030237, 0.161766962503274, 1.03929315348904, 0.0860027553455953, 
0.752963835515992, 0.04715261883147, 0.575369405567246, 0.0253710343190882, 
0.456759335862533, 0.0122396891579016, 1.37289732403374, 0.00196131678208227, 
0.306247267432879, -10.1001392503231, 2.56196151464915, -1.00194789300736, 
1.27905597209502, -0.305147285493503, 0.812600089267606, -0.126354414140945, 
0.578016937297755, -0.0589120222205123, 0.439728460182207, -0.0280025900796093, 
0.349849532421379, -0.0120985579503221, 0.287407143870679, -0.0032958608968851, 
0.241957742235266, 0.00196131678208257, 1.20882928584795, 0.00817867363337702, 
27.1798743224057, 2.56799161414358, 4.84590419576402, 0.706052409210551, 
2.16922105582737, 0.297601219340013, 1.27174110001032, 0.151006849269067, 
0.851509514144202, 0.0844474010564469, 0.617377013198748, 0.0497206648459024, 
0.472054648201643, 0.0298718501469374, 0.374940919969803, 0.0176602121846698, 
0.306247267432879, 0.00817867363337678, 1.25171653242394), .Dim = c(19L, 
19L)), structure(c(3701.44840696554, 113.695992688020, 606.156294024484, 
-7.29785265102723, 261.720580984518, -21.4254674486465, 149.912479484322, 
-21.9889858614517, 98.6519823783009, -20.1125989387415, 70.5394160688073, 
-17.9441058508523, 53.3105294573092, -15.9618877429192, 41.9195599395492, 
-14.2704851855762, 33.9271731796379, -13.1021524738154, 27.4454665555356, 
-15.1974404066730, 113.695992688020, 62.4933537716879, 31.8003756888372, 
25.2015050533901, 16.3043627057686, 14.5696493561071, 10.3170731199796, 
9.78434310355065, 7.278715148079, 7.15295601336899, 5.48967513933847, 
5.52417663999883, 4.33189064936172, 4.43343292107262, 3.53183809904523, 
3.66086457875606, 2.95192660452802, 3.09219235564068, 2.52108136337265, 
2.68424920473150, 606.156294024484, 31.8003756888373, 103.285486843514, 
4.58070451547859, 44.7486134265318, -0.0501870069509115, 25.8540020919339, 
-1.22567231516415, 17.1247694132892, -1.52919598508461, 12.3095544771248, 
-1.55914048361626, 9.34459212203909, -1.49606852341153, 7.37643643515306, 
-1.40632197142389, 5.99127846070652, -1.35228598526935, 4.87689908797388, 
-1.77355723741429, -7.29785265102731, 25.2015050533901, 4.58070451547857, 
12.1603787851043, 3.10614129933777, 6.71779368699019, 2.20791542298021, 
4.62873993017568, 1.66749947929491, 3.44623392448962, 1.31732126719582, 
2.69873488501042, 1.07581249147425, 2.18997313684324, 0.900979927461777, 
1.82518181962280, 0.770173446355448, 1.55785012509391, 0.681387107572845, 
1.41137203952830, 261.720580984518, 16.3043627057686, 44.7486134265318, 
3.10614129933777, 20.6878350504541, 0.654106770718798, 11.4164430409956, 
-0.0650243687263964, 7.58247427981921, -0.315409480351710, 5.46234348528618, 
-0.403576294829211, 4.15427136181613, -0.427450731673319, 3.28450649176802, 
-0.425291550346271, 2.67159834601481, -0.428789574990051, 2.18015985900117, 
-0.625928730647604, -21.4254674486465, 14.5696493561071, -0.0501870069509175, 
6.71779368699019, 0.654106770718802, 5.12215792466736, 0.631444316459798, 
2.87358175806334, 0.54402877816485, 2.15670892244208, 0.463865858354223, 
1.69902362323590, 0.398626330173345, 1.38518105199141, 0.346414605778272, 
1.15890537318457, 0.304907517627792, 0.993410809928549, 0.281604646540819, 
0.91533912330227, 149.912479484322, 10.3170731199796, 25.8540020919339, 
2.20791542298022, 11.4164430409956, 0.631444316459799, 7.63559159408775, 
0.139130734579959, 4.41483428758734, -0.049631588774555, 3.18482983715205, 
-0.128721231926044, 2.42497486957939, -0.161815564241015, 1.91918806447347, 
-0.174482184564970, 1.56247901766638, -0.186680124341070, 1.27707819844879, 
-0.305393853225509, -21.9889858614517, 9.78434310355065, -1.22567231516415, 
4.62873993017568, -0.0650243687263969, 2.87358175806333, 0.139130734579957, 
3.01705224619605, 0.179821219789791, 1.52095064817783, 0.180003885487548, 
1.20230884518672, 0.169049044128582, 0.982837516136127, 0.155570405480643, 
0.824086682340951, 0.142765907489780, 0.708113828052953, 0.139496998656737, 
0.658604608691971, 98.6519823783009, 7.278715148079, 17.1247694132892, 
1.66749947929491, 7.58247427981921, 0.544028778164849, 4.41483428758734, 
0.179821219789791, 3.94108572098048, 0.0329126188398375, 2.12385643675679, 
-0.0334397764428412, 1.61852048473616, -0.0649359148506206, 1.28188268101651, 
-0.080229053808465, 1.04432403977817, -0.0933576181879014, 0.854556963330302, 
-0.174377943404751, -20.1125989387415, 7.15295601336899, -1.52919598508462, 
3.44623392448962, -0.31540948035171, 2.15670892244208, -0.0496315887745566, 
1.52095064817783, 0.0329126188398369, 2.15047160932960, 0.0617388839222937, 
0.911532987680456, 0.0711834186058779, 0.74646025415069, 0.0727950280940695, 
0.626794819232806, 0.071439013117131, 0.539443848634975, 0.0756254436816025, 
0.504800798937453, 70.5394160688073, 5.48967513933848, 12.3095544771248, 
1.31732126719582, 5.46234348528618, 0.463865858354224, 3.18482983715205, 
0.180003885487550, 2.12385643675680, 0.061738883922295, 2.53496148019021, 
0.00595936384012936, 1.17053999995195, -0.0222234234031309, 0.927620160077449, 
-0.0372123106339053, 0.756114114538811, -0.0495719979667634, 
0.619285288340012, -0.109193320138243, -17.9441058508523, 5.52417663999884, 
-1.55914048361626, 2.69873488501042, -0.403576294829209, 1.69902362323590, 
-0.128721231926044, 1.20230884518672, -0.0334397764428402, 0.911532987680457, 
0.00595936384012932, 1.72342373113910, 0.0236772882198089, 0.593176524602997, 
0.0317696234457986, 0.498604387379542, 0.0355033110908794, 0.429610299148511, 
0.0426641202626646, 0.403782198439627, 53.3105294573092, 4.33189064936172, 
9.34459212203908, 1.07581249147426, 4.15427136181613, 0.398626330173344, 
2.42497486957939, 0.169049044128582, 1.61852048473616, 0.0711834186058784, 
1.17053999995195, 0.0236772882198084, 1.89314334337519, -0.00125643973800671, 
0.708135068697895, -0.0151864930488915, 0.577463335369652, -0.0264353280166915, 
0.47332304194091, -0.0725786971898078, -15.9618877429192, 4.43343292107262, 
-1.49606852341153, 2.18997313684324, -0.427450731673319, 1.38518105199141, 
-0.161815564241016, 0.982837516136128, -0.0649359148506205, 0.746460254150691, 
-0.0222234234031314, 0.593176524602996, -0.00125643973800679, 
1.48685820293191, 0.0096705922174014, 0.409564070550109, 0.0157617645031750, 
0.353200128764924, 0.0240510544071112, 0.333071473264385, 41.9195599395492, 
3.53183809904524, 7.37643643515306, 0.900979927461779, 3.28450649176802, 
0.346414605778272, 1.91918806447347, 0.155570405480644, 1.28188268101651, 
0.0727950280940698, 0.927620160077448, 0.0317696234457983, 0.708135068697896, 
0.0096705922174015, 1.56168364217665, -0.00306785317168121, 0.458209053508693, 
-0.0132218233289650, 0.375819083499442, -0.0502493531206952, 
-14.2704851855762, 3.66086457875606, -1.40632197142389, 1.82518181962280, 
-0.425291550346271, 1.15890537318457, -0.174482184564971, 0.824086682340952, 
-0.0802290538084651, 0.626794819232806, -0.0372123106339058, 
0.498604387379541, -0.0151864930488915, 0.409564070550109, -0.00306785317168127, 
1.34476476774828, 0.00412326359120034, 0.297529484410813, 0.0127437038269759, 
0.281327288434012, 33.9271731796379, 2.95192660452802, 5.99127846070652, 
0.770173446355448, 2.67159834601481, 0.304907517627791, 1.56247901766638, 
0.142765907489780, 1.04432403977817, 0.0714390131171311, 0.75611411453881, 
0.0355033110908791, 0.577463335369652, 0.0157617645031748, 0.458209053508693, 
0.00412326359120027, 1.37392412852179, -0.00506903343847453, 
0.306869252173055, -0.0355905589218347, -13.1021524738154, 3.09219235564068, 
-1.35228598526935, 1.55785012509391, -0.42878957499005, 0.993410809928549, 
-0.186680124341070, 0.708113828052954, -0.0933576181879012, 0.539443848634976, 
-0.0495719979667637, 0.429610299148511, -0.0264353280166914, 
0.353200128764924, -0.0132218233289650, 0.297529484410813, -0.00506903343847442, 
1.25696486063390, 0.00392005321816716, 0.24368231409708, 27.4454665555356, 
2.52108136337265, 4.87689908797388, 0.681387107572845, 2.18015985900117, 
0.281604646540819, 1.27707819844879, 0.139496998656737, 0.854556963330302, 
0.0756254436816024, 0.619285288340011, 0.0426641202626641, 0.47332304194091, 
0.0240510544071110, 0.375819083499442, 0.0127437038269757, 0.306869252173055, 
0.00392005321816693, 1.25209329842128, -0.0215589090241893, -15.1974404066730, 
2.68424920473151, -1.77355723741429, 1.41137203952830, -0.625928730647603, 
0.91533912330227, -0.305393853225509, 0.658604608691971, -0.174377943404751, 
0.504800798937453, -0.109193320138244, 0.403782198439627, -0.0725786971898077, 
0.333071473264385, -0.0502493531206951, 0.281327288434012, -0.0355905589218345, 
0.24368231409708, -0.0215589090241892, 1.23362129709203), .Dim = c(20L, 
20L)))
`sM22` <-
structure(c(1.10866489886031, -0.257022055546625, -0.257022055546625, 
0.607927101854027), .Dim = c(2L, 2L))

Try the ddst package in your browser

Any scripts or data that you put into this service are public.

ddst documentation built on May 29, 2017, 9:34 p.m.