R/calibration.R
In fellstat/recent: Incidence Estimation Using Recency Assays
Defines functions
lag_avidity_survival
lag_avidity_frr
aids_survival
Documented in
aids_survival
lag_avidity_frr
lag_avidity_survival
#' AIDS survival probability curve
#' @param n Number of days to calculate.
#' @returns
#' A vector where the ith element is the probability that an
#' individual infected with HIV i days ago has not progressed to AIDS.
#' @references
#' Ron Brookmeyer and James J Goedert. Censoring in an epidemic with an appli-cation to hemophilia-associated aids.Biometrics, pages 325–335, 1989.
#'
#' @export
aids_survival <- function(n = 365 * 5) {
aids_surv <-
1 - sapply(1:n, function(x)
stats::pweibull(x / 365, 2.516, 1 / 0.086))
}
#' False Recency Rate (FRR) for the LAg-Avidity
#' @returns
#' A vector of length 2. The first element is the proportion of untreated, non-elite controller, non-AIDS individuals infected more
#' than 2 years ago that test as recent on the LAg-Avidity assay. The second is the standard
#' error of the proportion.
#' @export
lag_avidity_frr <- function() {
c(proportion = 2 / 362,
std_error = sqrt((2 / 362) * (1 - 2 / 362) / 362))
}
#' Survival curve for testing recent
#' @param n Number of days to calculate.
#' @details
#' A reanalysis of Duong et. al. (2015). See Fellows (2021) for details
#' @returns
#' A vector where the ith element is the probability that an untreated non-elite controller
#' individual infected i days ago tests recent on the LAg-Avidity assay.
#' @references
#' Yen T Duong, Reshma Kassanjee, Alex Welte, Meade Morgan, Anindya De, TrudyDobbs, Erin Rottinghaus, John Nkengasong, Marcel E Curlin, Chonticha Kitti-nunvorakoon, et al. Recalibration of the limiting antigen avidity eia to deter-mine mean duration of recent infection in divergent hiv-1 subtypes.PloS one,10(2):e0114947, 2015.
#' @export
lag_avidity_survival <- function(n=365*5){
s <- structure(c(0.963137666201887, 0.962021320449555, 0.96087261491624,
0.959690736193394, 0.958474858081183, 0.957224141853411, 0.955937736557767,
0.954614779353037, 0.953254395884926, 0.95185570070215, 0.950417797714457,
0.948939780694213, 0.947420733823218, 0.945859732286333, 0.944255842913532,
0.942608124871917, 0.940915630409195, 0.939177405650066, 0.937392491446896,
0.93555992428597, 0.933678737250535, 0.931747961041729, 0.929766625058384,
0.927733758536558, 0.925648391749513, 0.923509557268677, 0.921316291285994,
0.919067634997825, 0.916762636050418, 0.914400350046692, 0.911979842113892,
0.909500188531381, 0.906960478417606, 0.904359815474973, 0.901697319791072,
0.898972129694401, 0.896183403662395, 0.893330322279244, 0.890412090240647,
0.887427938402258, 0.884377125868263, 0.881258942116122, 0.878072709153137,
0.874817783700142, 0.871493559397212, 0.86809946902591, 0.864634986742232,
0.861099630314008, 0.857492963356172, 0.853814597556985, 0.850064194887899,
0.846241469789517, 0.842346191325727, 0.838378185297881, 0.834337336310619,
0.830223589780725, 0.826036953880251, 0.821777501404992, 0.817445371559309,
0.813040771648243, 0.808563978667869, 0.804015340784889, 0.79939527869657,
0.794704286862269, 0.789942934598034, 0.785111867026023, 0.780211805870812,
0.775243550095074, 0.770207976367534, 0.765106039356639, 0.759938771843923,
0.754707284651703, 0.749412766380373, 0.744056482951337, 0.738639776952343,
0.733164066782853, 0.727630845597888, 0.722041680049705, 0.716398208827569,
0.710702140996821, 0.704955254139406, 0.699159392298965, 0.693316463734597,
0.687428438488306, 0.681497345772154, 0.675525271182013, 0.669514353745745,
0.663466782814495, 0.657384794806602, 0.651270669814414, 0.645126728085005,
0.638955326386488, 0.632758854272152, 0.626539730255246, 0.620300397907633,
0.614043321895921, 0.607770983968994, 0.60148587891102, 0.595190510474197,
0.588887387305477, 0.582579018881494, 0.576267911465784, 0.569956564102135,
0.563647464657677, 0.55734308592885, 0.551045881823045, 0.544758283628113,
0.538482696381404, 0.532221495349338, 0.525977022627831, 0.519751583873147,
0.513547445171982, 0.507366830058767, 0.501211916687336, 0.495084835163265,
0.488987665042279, 0.482922432999305, 0.476891110671802, 0.470895612680186,
0.464937794827284, 0.459019452477898, 0.45314231911877, 0.44730806509843,
0.44151829654565, 0.435774554464517, 0.430078314003446, 0.424430983894811,
0.418833906061296, 0.413288355384487, 0.407795539630765, 0.402356599529073,
0.396972608994754, 0.391644575493288, 0.386373440537473, 0.381160080311322,
0.376005269423649, 0.370909475009294, 0.365873008664405, 0.360896129146691,
0.355979044322587, 0.351121912839473, 0.346324845814758, 0.341587908536372,
0.336911122169571, 0.332294465465187, 0.327737876464822, 0.323241254198726,
0.318804460372439, 0.314427321038534, 0.310109628250104, 0.305851141692921,
0.301651590293433, 0.297510673800077, 0.293428064335611, 0.289403407918409,
0.285436325950925, 0.28152641667374, 0.277673256583817, 0.273876401815806,
0.270135389485434, 0.266449738994171, 0.262818953294582, 0.259242520115889,
0.255719913149443, 0.252250593193939, 0.248834009260332, 0.245469599636547,
0.24215679291215, 0.238895008963304, 0.235683659898357, 0.232522150964559,
0.229409881416429, 0.226346245346378, 0.223330632478267, 0.220362428924614,
0.217441017908201, 0.214565780448903, 0.211736096016571, 0.208951343150827,
0.206210900048668, 0.203514145120781, 0.200860457517501, 0.198249217625319,
0.195679807534906, 0.19315161148157, 0.190664016259098, 0.188216411607908,
0.185808190578449, 0.183438749870772, 0.181107490151173, 0.178813816346811,
0.17655713791919, 0.17433686911737, 0.172152429211759, 0.170003242709322,
0.167888739551021, 0.165808355292288, 0.163761531267298, 0.161747714737807,
0.159766359027279, 0.157816923641026, 0.15589887437304, 0.154011683400201,
0.152154829364493, 0.150327797443864, 0.148530079412331, 0.146761173689912,
0.145020585382954, 0.143307826315377, 0.141622415051382, 0.139963876910102,
0.138331743972682, 0.136725555082248, 0.135144855837209, 0.133589198578308,
0.132058142369829, 0.130551252975353, 0.129068102828419, 0.127608270998458,
0.126171343152319, 0.124756911511727, 0.123364574806962, 0.121993938227061,
0.120644613366809, 0.119316218170801, 0.118008376874793, 0.116720719944618,
0.11545288401286, 0.114204511813511, 0.11297525211482, 0.11176475965051,
0.110572695049559, 0.109398724764697, 0.108242520999802, 0.107103761636325,
0.105982130158909, 0.104877315580309, 0.103789012365771, 0.102716920356963,
0.101660744695585, 0.100620195746754, 0.0995949890222662, 0.0985848451038313,
0.0975894895663537, 0.0966086529013523, 0.0956420704405862, 0.0946894822799576,
0.0937506332037572, 0.0928252726093097, 0.0919131544320754, 0.0910140370712604,
0.0901276833159793, 0.0892538602720176, 0.0883923392892281, 0.0875428958896038,
0.0867053096960555, 0.0858793643619252, 0.0850648475012653, 0.0842615506199039,
0.08346926904732, 0.08268780186935, 0.0819169518617393, 0.0811565254245568,
0.0804063325174836, 0.0796661865959893, 0.0789359045484034, 0.0782153066338905,
0.0775042164213366, 0.0768024607291492, 0.076109869565977, 0.0754262760723493,
0.0747515164632391, 0.0740854299715458, 0.0734278587925013, 0.0727786480289924,
0.0721376456378015, 0.0715047023767575, 0.0708796717527963, 0.0702624099709228,
0.0696527758840696, 0.0690506309438466, 0.0684558391521746, 0.067868267013793,
0.0672877834896372, 0.0667142599510742, 0.0661475701349911, 0.0655875900997229,
0.0650341981818147, 0.0644872749536054, 0.0639467031816252, 0.0634123677857947,
0.0628841557994172, 0.0623619563299522, 0.0618456605205602, 0.0613351615124084,
0.0608303544077244, 0.0603311362335902, 0.0598374059064622, 0.0593490641974081,
0.058866013698049, 0.0583881587871949, 0.0579154055981646, 0.0574476619867745,
0.0569848374999912, 0.0565268449390235, 0.0560736170755019, 0.0556250994553414,
0.0551812384507418, 0.0547419810531607, 0.0543072748670527, 0.0538770681036333,
0.0534513095746688, 0.0530299486862952, 0.0526129354328658, 0.0522002203908296,
0.051791754712641, 0.0513874901207027, 0.050987378901342, 0.0505913738988216,
0.0501994285093867, 0.0498114966753482, 0.0494275328792029, 0.0490474921377928,
0.0486713299965018, 0.0482990025234932, 0.0479304663039866, 0.0475656784345755,
0.0472045965175868, 0.0468471786554812, 0.0464933834452965, 0.0461431699731332,
0.0457964978086835, 0.0454533269998034, 0.0451136180671293, 0.0447773319987377,
0.0444444302448496, 0.0441148747125802, 0.0437886277607328, 0.0434656521946375,
0.0431459112610355, 0.0428293686430088, 0.0425159884549548, 0.0422057352376072,
0.0418985739531013, 0.0415944699800868, 0.0412933891088838, 0.0409952975366868,
0.0407001618628129, 0.0404079490839961, 0.040118626589727, 0.0398321621576386,
0.0395485239489363, 0.039267680503875, 0.0389896007372794, 0.038714253934111,
0.0384416097450794, 0.0381716381822982, 0.0379043096149863, 0.0376395947652128,
0.0373774647036866, 0.0371178908455905, 0.0368608449464581, 0.0366062990980959,
0.0363542257245471, 0.0361045975781001, 0.0358573877353392, 0.0356125695932388,
0.0353701168652983, 0.0351300035777217, 0.0348922040656372, 0.0346566929693595,
0.034423445230693, 0.0341924360892763, 0.0339636410789678, 0.0337370360242714,
0.0335125970368026, 0.0332903005117946, 0.033070123124644, 0.0328520418274958,
0.0326360338458676, 0.0324220766753121, 0.0322101480781185, 0.0320002260800514,
0.0317922889671281, 0.0315863152824326, 0.0313822838229674, 0.0311801736365416,
0.0309799640186954, 0.0307816345096612, 0.0305851648913602, 0.030390535184434,
0.0301977256453126, 0.0300067167633153, 0.0298174892577881, 0.0296300240752739,
0.0294443023867169, 0.0292603055847002, 0.0290780152807173, 0.0288974133024755,
0.0287184816912324, 0.0285412026991645, 0.0283655587867671, 0.0281915326202862,
0.0280191070691817, 0.0278482652036213, 0.0276789902920041, 0.027511265798516,
0.0273450753807137, 0.0271804028871388, 0.027017232354961, 0.0268555480076504,
0.0266953342526781, 0.0265365756792454, 0.0263792570560411, 0.0262233633290259,
0.026068879619245, 0.0259157912206667, 0.0257640835980491, 0.025613742384832,
0.0254647533810562, 0.0253171025513071, 0.0251707760226855, 0.0250257600828028,
0.0248820411778011, 0.0247396059103986, 0.0245984410379587, 0.0244585334705843,
0.0243198702692343, 0.0241824386438653, 0.024046225951596, 0.023911219694894,
0.0237774075197864, 0.0236447772140921, 0.0235133167056769, 0.0233830140607298,
0.0232538574820619, 0.0231258353074258, 0.022998936007857, 0.0228731481860357,
0.0227484605746691, 0.0226248620348949, 0.0225023415547042, 0.0223808882473844,
0.0222604913499821, 0.0221411402217856, 0.0220228243428256, 0.0219055333123959,
0.0217892568475925, 0.021673984781871, 0.0215597070636225, 0.0214464137547672,
0.0213340950293662, 0.021222741172251, 0.0211123425776694, 0.0210028897479502,
0.020894373292183, 0.0207867839249165, 0.0206801124648715, 0.020574349833672,
0.0204694870545912, 0.0203655152513137, 0.0202624256467139, 0.0201602095616489,
0.0200588584137677, 0.019958363716335, 0.0198587170770702, 0.0197599101970005,
0.0196619348693296, 0.0195647829783199, 0.019468446498189, 0.0193729174920208,
0.0192781881106896, 0.0191842505917982, 0.0190910972586299, 0.0189987205191131,
0.018907112864799, 0.0188162668698535, 0.01872617519006, 0.0186368305618362,
0.0185482258012632, 0.0184603538031262, 0.0183732075399681, 0.0182867800611549,
0.0182010644919523, 0.0181160540326154, 0.0180317419574883, 0.017948121614116,
0.0178651864223678, 0.0177829298735707, 0.0177013455296551, 0.0176204270223101,
0.0175401680521502, 0.0174605623878924, 0.0173816038655435, 0.0173032863875977,
0.0172256039222445, 0.0171485505025865, 0.0170721202258669, 0.0169963072527072,
0.0169211058063538, 0.0168465101719346, 0.016772514695725, 0.0166991137844228,
0.0166263019044325, 0.0165540735811585, 0.0164824233983068, 0.0164113459971965,
0.0163408360760788, 0.0162708883894652, 0.0162014977474638, 0.0161326590151246,
0.0160643671117917, 0.015996617010465, 0.0159294037371693, 0.0158627223703308,
0.0157965680401624, 0.015730935928056, 0.0156658212659823, 0.0156012193358988,
0.0155371255090878, 0.015473535364062, 0.0154104445640056, 0.0153478488160365,
0.0152857438707223, 0.015224125521602, 0.0151629896047133, 0.0151023319981262,
0.0150421486214807, 0.0149824354355313, 0.0149231884416959, 0.0148644036816101,
0.0148060772366874, 0.0147482052276839, 0.014690783814268, 0.0146338091945955,
0.0145772776048897, 0.0145211853190261, 0.0144655286481224, 0.0144103039401322,
0.0143555075794452, 0.0143011359864905, 0.0142471856173452, 0.0141936529633476,
0.0141405345507146, 0.0140878269401638, 0.0140355267265401, 0.0139836305384459,
0.013932135037877, 0.0138810369198611, 0.0138303329121017, 0.0137800197746256,
0.0137300942994345, 0.0136805533101609, 0.0136313936617279, 0.0135826122400125,
0.0135342059615135, 0.0134861717730227, 0.0134385066513, 0.0133912076027529,
0.0133442716631182, 0.0132976958971494, 0.0132514773983056, 0.0132056132884457,
0.0131601007175253, 0.0131149368632969, 0.0130701189310143, 0.0130256441531396,
0.012981509789054, 0.0129377131247721, 0.0128942514726591, 0.012851122171151,
0.0128083225844791, 0.0127658501023961, 0.0127237021399068, 0.0126818761370012,
0.0126403695583903, 0.0125991798932455, 0.0125583046549411, 0.0125177413807989,
0.0124774876318366, 0.0124375409925186, 0.0123978990705097, 0.0123585594964318,
0.0123195199236231, 0.0122807780278999, 0.0122423315073219, 0.0122041780819592,
0.0121663154936624, 0.0121287415058354, 0.0120914539032106, 0.0120544504916266,
0.0120177290978084, 0.0119812875691506, 0.011945123773502, 0.0119092355989538,
0.0118736209536293, 0.0118382777654765, 0.0118032039820628, 0.0117683975703719,
0.0117338565166034, 0.011699578825974, 0.011665562522522, 0.0116318056489123,
0.0115983062662457, 0.0115650624538685, 0.011532072309185, 0.0114993339474725,
0.0114668455016975, 0.0114346051223347, 0.0114026109771872, 0.0113708612512098,
0.0113393541463334, 0.0113080878812916, 0.0112770606914492, 0.0112462708286327,
0.0112157165609629, 0.0111853961726887, 0.0111553079640233, 0.0111254502509822,
0.0110958213652227, 0.0110664196538852, 0.0110372434794367, 0.0110082912195154,
0.0109795612667774, 0.0109510520287452, 0.0109227619276574, 0.0108946894003205,
0.0108668328979621, 0.0108391908860859, 0.0108117618443277, 0.0107845442663142,
0.0107575366595219, 0.0107307375451386, 0.0107041454579259, 0.0106777589460836,
0.010651576571115, 0.010625596907694, 0.010599818543534, 0.0105742400792577,
0.0105488601282683, 0.0105236773166226, 0.0104986902829049, 0.0104738976781028,
0.0104492981654839, 0.0104248904204741, 0.0104006731305371, 0.0103766449950554,
0.010352804725212, 0.0103291510438745, 0.0103056826854791, 0.0102823983959168,
0.0102592969324205, 0.0102363770634535, 0.0102136375685986, 0.0101910772384493,
0.0101686948745016, 0.0101464892890466, 0.0101244593050656, 0.0101026037561244,
0.0100809214862706, 0.0100594113499306, 0.0100380722118087, 0.0100169029467864,
0.00999590243982345, 0.00997506958585961, 0.00995440328971767,
0.00993390246600715, 0.00991356603902939, 0.00989339294268356,
0.0098733821203734, 0.00985353252491532, 0.00983384311844719,
0.00981431287233827, 0.00979494076709999, 0.00977572579229764,
0.00975666694646318, 0.00973776323700864, 0.00971901368014079,
0.00970041730077644, 0.00968197313245872, 0.00966368021727429,
0.00964553760577129, 0.00962754435687824, 0.00960969953782378,
0.00959200222405722, 0.00957445149916986, 0.0095570464548173,
0.00953978619064233, 0.00952266981419881, 0.00950569644087621,
0.0094888651938251, 0.00947217520388313, 0.00945562560950203,
0.00943921555667522, 0.00942294419886631, 0.00940681069693811,
0.00939081421908266, 0.00937495394075158, 0.00935922904458766,
0.00934363872035656, 0.00932818216487984, 0.00931285858196803,
0.00929766718235488, 0.00928260718363205, 0.00926767781018454,
0.00925287829312665, 0.00923820787023878, 0.00922366578590478,
0.00920925129104989, 0.00919496364307939, 0.00918080210581774,
0.00916676594944851, 0.00915285445045489, 0.00913906689156055,
0.00912540256167142, 0.0091118607558179, 0.00909844077509767,
0.009085141926619, 0.0090719635234448, 0.00905890488453702, 0.00904596533470174,
0.00903314420453491, 0.00902044083036828, 0.00900785455421616,
0.00899538472372274, 0.00898303069210969, 0.0089707918181244,
0.00895866746598892, 0.00894665700534899, 0.00893475981122398,
0.00892297526395708, 0.00891130274916603, 0.00889974165769445,
0.0088882913855634, 0.00887695133392371, 0.00886572090900851,
0.00885459952208646, 0.00884358658941519, 0.00883268153219542,
0.00882188377652541, 0.00881119275335578, 0.00880060789844497,
0.00879012865231497, 0.0087797544602075, 0.00876948477204061,
0.00875931904236585, 0.00874925673032557, 0.00873929729961088,
0.00872944021841989, 0.00871968495941632, 0.00871003099968866,
0.00870047782070956, 0.0086910249082956, 0.00868167175256772,
0.00867241784791152, 0.00866326269293846, 0.00865420579044711,
0.00864524664738479, 0.00863638477480974, 0.00862761968785351,
0.00861895090568365, 0.00861037795146692, 0.0086019003523327,
0.00859351763933682, 0.00858522934742574, 0.00857703501540086,
0.00856893418588358, 0.0085609264052802, 0.00855301122374751,
0.0085451881951585, 0.00853745687706849, 0.00852981683068146,
0.00852226762081684, 0.00851480881587649, 0.00850743998781197,
0.00850016071209225, 0.0084929705676715, 0.00848586913695737,
0.00847885600577946, 0.00847193076335808, 0.00846509300227334,
0.0084583423184344, 0.00845167831104919, 0.00844510058259416,
0.00843860873878462, 0.00843220238854494, 0.00842588114397939,
0.00841964462034303, 0.00841349243601292, 0.00840742421245949,
0.00840143957421846, 0.00839553814886256, 0.00838971956697386,
0.00838398346211622, 0.00837832947080797, 0.00837275723249479,
0.00836726638952293, 0.00836185658711258, 0.0083565274733315,
0.00835127869906893, 0.00834610991800955, 0.00834102078660796,
0.00833601096406299, 0.00833108011229266, 0.00832622789590902,
0.00832145398219332, 0.00831675804107146, 0.00831213974508951,
0.00830759876938957, 0.00830313479168575, 0.00829874749224039,
0.00829443655384041, 0.00829020166177398, 0.0082860425038073,
0.00828195877016158, 0.00827795014578717, 0.00827401626687265,
0.00827015675123104, 0.0082663712191199, 0.00826265929327391,
0.00825902059887593, 0.00825545476352849, 0.00825196141722533,
0.00824854019232328, 0.00824519072351436, 0.0082419126477981,
0.00823870560445407, 0.00823556923501467, 0.00823250318323817,
0.0082295070950818, 0.00822658061867533, 0.00822372340429465,
0.00822093510433563, 0.00821821537328817, 0.00821556386771058,
0.00821298024620399, 0.008210464169387, 0.00820801529987073,
0.00820563330223369, 0.0082033178429973, 0.00820106859060121,
0.00819888521537904, 0.00819676738953421, 0.00819471478711605,
0.00819272708399601, 0.00819080395784408, 0.0081889450881054,
0.00818715015597703, 0.00818541884438498, 0.00818375083796129,
0.00818214582302136, 0.00818060348754143, 0.00817912352113629,
0.008177705615037, 0.00817634946206904, 0.00817505475663033,
0.00817382119466961, 0.00817264847366499, 0.0081715362926024,
0.00817048435195464, 0.0081694923536602, 0.00816856000110232,
0.00816768699908843, 0.0081668730538294, 0.00816611787291923,
0.00816542116531471, 0.00816478264131532, 0.00816420201254311,
0.00816367899192311, 0.00816321329366337, 0.00816280463323556,
0.00816245272735547, 0.00816215729396375, 0.00816191805220678,
0.00816173472241761, 0.0081616070260971, 0.00816153468589525,
0.00816151742559244, 0.00816155497008109, 0.00816164704534717,
0.0081617933784521, 0.00816199369751457, 0.00816224773169257,
0.00816255521116556, 0.00816291586711672, 0.00816332943171535,
0.00816379563809936, 0.00816431422035798, 0.00816488491351433,
0.00816550745350854, 0.00816618157718049, 0.00816690702225306,
0.00816768352731526, 0.00816851083180558, 0.00816938867599541,
0.00817031680097262, 0.00817129494862516, 0.00817232286162489,
0.00817340028341136, 0.00817452695817587, 0.00817570263084548,
0.00817692704706727, 0.00817819995319259, 0.00817952109626143,
0.00818089022398695, 0.00818230708474014, 0.00818377142753432,
0.0081852830020102, 0.00818684155842053, 0.00818844684761529,
0.0081900986210267, 0.00819179663065431, 0.00819354062905051,
0.00819533036930571, 0.00819716560503389, 0.00819904609035817,
0.00820097157989648, 0.00820294182874727, 0.00820495659247537,
0.00820701562709795, 0.00820911868907055, 0.00821126553527314,
0.00821345592299633, 0.00821568960992774, 0.00821796635413832,
0.00822028591406878, 0.0082226480485162, 0.0082250525166207,
0.00822749907785205, 0.00822998749199661, 0.00823251751914411,
0.00823508891967471, 0.00823770145424602, 0.00824035488378027,
0.00824304896945152, 0.00824578347267293, 0.00824855815508425,
0.00825137277853921, 0.00825422710509305, 0.00825712089699027,
0.00826005391665223, 0.00826302592666494, 0.00826603668976705,
0.00826908596883763, 0.00827217352688437, 0.00827529912703154,
0.00827846253250824, 0.00828166350663668, 0.00828490181282045,
0.00828817721453299, 0.00829148947530606, 0.00829483835871834,
0.00829822362838395, 0.00830164504794136, 0.00830510238104198,
0.0083085953913392, 0.00831212384247724, 0.00831568749808012,
0.00831928612174086, 0.00832291947701062, 0.00832658732738785,
0.00833028943630772, 0.00833402556713142, 0.00833779548313562,
0.00834159894750211, 0.00834543572330723, 0.0083493055735117,
0.00835320826095027, 0.00835714354832161, 0.00836111119817814,
0.0083651109729161, 0.00836914263476542, 0.00837320594577999,
0.00837730066782779, 0.00838142656258111, 0.00838558339150689,
0.00838977091585717, 0.0083939888966595, 0.0083982370947075,
0.00840251527055145, 0.00840682318448905, 0.00841116059655608,
0.00841552726651727, 0.00841992295385723, 0.00842434741777137,
0.00842880041715696, 0.00843328171060422, 0.00843779105638761,
0.0084423282124569, 0.00844689293642868, 0.00845148498557764,
0.0084561041168281, 0.00846075008674555, 0.00846542265152822,
0.00847012156699885, 0.00847484658859632, 0.00847959747136762,
0.00848437396995968, 0.00848917583861137, 0.00849400283114549,
0.00849885470096098, 0.00850373120102504, 0.00850863208386545,
0.00851355710156286, 0.00851850600574325, 0.00852347854757037,
0.0085284744777383, 0.00853349354646416, 0.00853853550348071,
0.00854360009802921, 0.00854868707885217, 0.00855379619418645,
0.00855892719175604, 0.00856407981876539, 0.00856925382189235,
0.00857444894728149, 0.00857966494053737, 0.00858490154671799,
0.00859015851032813, 0.008595435575313, 0.00860073248505173,
0.00860604898235114, 0.00861138480943948, 0.00861673970796023,
0.00862211341896606, 0.0086275056829128, 0.00863291623965348,
0.00863834482843255, 0.00864379118787999, 0.00864925505600578,
0.00865473617019414, 0.00866023426719802, 0.00866574908313373,
0.00867128035347543, 0.00867682781304994, 0.00868239119603144,
0.00868797023593644, 0.00869356466561862, 0.00869917421726386,
0.00870479862238551, 0.0087104376118193, 0.00871609091571886,
0.00872175826355101, 0.00872743938409107, 0.00873313400541861,
0.00873884185491284, 0.00874456265924848, 0.00875029614439137,
0.00875604203559445, 0.0087618000573937, 0.00876756993360412,
0.00877335138731588, 0.00877914414089046, 0.00878494791595713,
0.00879076243340908, 0.00879658741340005, 0.00880242257534087,
0.00880826763789611, 0.00881412231898066, 0.00881998633575681,
0.00882585940463099, 0.00883174124125078, 0.00883763156050209,
0.00884353007650627, 0.00884943650261745, 0.0088553505514198,
0.00886127193472515, 0.0088672003635704, 0.00887313554821528,
0.00887907719813996, 0.00888502502204308, 0.00889097872783947,
0.0088969380226583, 0.00890290261284117, 0.00890887220394037,
0.00891484650071711, 0.00892082520713998, 0.00892680802638345,
0.0089327946608265, 0.00893878481205131, 0.00894477818084199,
0.00895077446718362, 0.00895677337026115, 0.00896277458845847,
0.00896877781935779, 0.00897478275973871, 0.00898078910557781,
0.00898679655204803, 0.00899280479351839, 0.00899881352355359,
0.00900482243491389, 0.00901083121955503, 0.00901683956862824,
0.00902284717248033, 0.00902885372065399, 0.00903485890188812,
0.00904086240411816, 0.00904686391447682, 0.00905286311929462,
0.00905885970410066, 0.00906485335362354, 0.00907084375179228,
0.00907683058173752, 0.00908281352579256, 0.00908879226549479,
0.00909476648158709, 0.00910073585401931, 0.00910670006194997,
0.00911265878374799, 0.00911861169699451, 0.00912455847848492,
0.009130498804231, 0.00913643234946298, 0.00914235883242595,
0.009148278145989, 0.00915419022665812, 0.00916009501083883,
0.00916599243483685, 0.00917188243485836, 0.00917776494701059,
0.00918363990730214, 0.00918950725164362, 0.00919536691584805,
0.0092012188356313, 0.00920706294661262, 0.0092128991843151,
0.00921872748416617, 0.00922454778149813, 0.00923036001154857,
0.00923616410946095, 0.00924196001028505, 0.00924774764897748,
0.00925352696040223, 0.00925929787933121, 0.00926506034044467,
0.00927081427833185, 0.00927655962749136, 0.00928229632233192,
0.00928802429717265, 0.00929374348624389, 0.00929945382368743,
0.00930515524355737, 0.00931084767982047, 0.00931653106635678,
0.0093222053369602, 0.00932787042533903, 0.00933352626511655,
0.00933917278983158, 0.00934480993293914, 0.00935043762781087,
0.0093560558077358, 0.00936166440592078, 0.00936726335549122,
0.00937285258949156, 0.00937843204088598, 0.00938400164255891,
0.00938956132731575, 0.00939511102788336, 0.0094006506769108,
0.00940618020696988, 0.00941169955055583, 0.00941720864008786,
0.00942270740790988, 0.00942819578629114, 0.00943367370742678,
0.00943914110343858, 0.00944459790637556, 0.00945004404821466,
0.00945547946086141, 0.00946090407615051, 0.00946631782584666,
0.00947172064164506, 0.00947711245517225, 0.00948249319798661,
0.00948786280157925, 0.00949322119737455, 0.00949856831673084,
0.00950390409094132, 0.00950922845123444, 0.00951454132877483,
0.00951984265466402, 0.00952513235994096, 0.00953041037558298,
0.00953567663250633, 0.00954093106156699, 0.00954617359356143,
0.00955140415922723, 0.009556622689244, 0.00956182911423392,
0.00956702336476264, 0.00957220537133997, 0.00957737506442066,
0.00958253237440513, 0.00958767723164026, 0.00959280956642018,
0.00959792930898699, 0.00960303638953157, 0.00960813073819436,
0.00961321228506615, 0.00961828096018885, 0.00962333669355632,
0.00962837941511512, 0.00963340905476536, 0.00963842554236146,
0.00964342880771301, 0.00964841878058558, 0.00965339539070147,
0.0096583585677406, 0.00966330824134135, 0.00966824434110136,
0.00967316679657831, 0.00967807553729088, 0.00968297049271953,
0.00968785159230731, 0.00969271876546077, 0.00969757194155084,
0.00970241104991357, 0.00970723601985114, 0.00971204678063262,
0.00971684326149492, 0.00972162539164359, 0.00972639310025379,
0.00973114631647107, 0.00973588496941237, 0.00974060898816681,
0.00974531830179668, 0.00975001283933829, 0.00975469252980282,
0.00975935730217737, 0.00976400708542576, 0.00976864180848947,
0.00977326140028856, 0.00977786578972271, 0.00978245490567188,
0.00978702867699756, 0.00979158703254345, 0.00979612990113659,
0.00980065721158817, 0.00980516889269457, 0.00980966487323825,
0.00981414508198874, 0.00981860944770359, 0.00982305789912933,
0.0098274903650025, 0.00983190677405054, 0.00983630705499278,
0.00984069113654143, 0.00984505894740265, 0.00984941041627738,
0.00985374547186247, 0.00985806404285155, 0.00986236605793621,
0.00986665144580681, 0.00987092013515359, 0.0098751720546677,
0.00987940713304217, 0.00988362529897289, 0.00988782648115978,
0.00989201060830762, 0.00989617760912725, 0.00990032741233651,
0.00990445994666134, 0.00990857514083674, 0.00991267292360788,
0.00991675322373114, 0.00992081596997518, 0.00992486109112192,
0.00992888851596771, 0.00993289817332431, 0.00993688999202001,
0.00994086390090065, 0.00994481982883076, 0.00994875770469459,
0.00995267745739718, 0.00995657901586554, 0.00996046230904962,
0.00996432726592346, 0.00996817381548634, 0.00997200188676379,
0.00997581140880871, 0.00997960231070256, 0.00998337452155633,
0.00998712797051185, 0.00999086258674266, 0.00999457829945539,
0.00999827503789069, 0.0100019527313245, 0.010005611309069, 0.0100092507004739,
0.0100128708349277, 0.0100164716418585, 0.0100200530507353, 0.0100236149910693,
0.0100271573924148, 0.0100306801843706, 0.010034183296581, 0.0100376666587369,
0.0100411302005771, 0.0100445738518896, 0.0100479975425125, 0.0100514012023351,
0.0100547847612996, 0.0100581481494018, 0.0100614912966923, 0.010064814133278,
0.0100681165893231, 0.0100713985950502, 0.0100746600807417, 0.0100779009767409,
0.0100811212134532, 0.0100843207213472, 0.0100874994309564, 0.0100906572728795,
0.0100937941777827, 0.0100969100764, 0.010100004899535, 0.0101030785780618,
0.0101061310429265, 0.0101091622251481, 0.0101121720558202, 0.0101151604661118,
0.0101181273872685, 0.0101210727506144, 0.0101239964875525, 0.0101268985295664,
0.0101297788082218, 0.010132637255167, 0.0101354738021348, 0.0101382883809437,
0.0101410809234989, 0.0101438513617936, 0.0101465996279104, 0.0101493256540226,
0.0101520293723954, 0.010154710715387, 0.0101573696154503, 0.0101600060051338,
0.0101626198170829, 0.0101652109840415, 0.0101677794388531, 0.0101703251144618,
0.0101728479439141, 0.01017534786036, 0.0101778247970542, 0.0101802786873573,
0.0101827094647374, 0.0101851170627714, 0.010187501415146, 0.0101898624556592,
0.0101922001182216, 0.0101945143368578, 0.0101968050457076, 0.0101990721790272,
0.0102013156711908, 0.0102035354566917, 0.0102057314701438, 0.0102079036462828,
0.0102100519199676, 0.0102121762261813, 0.0102142765000333, 0.0102163526767599,
0.0102184046917258, 0.0102204324804256, 0.0102224359784853, 0.0102244151216631,
0.0102263698458512, 0.0102283000870769, 0.0102302057815042, 0.010232086865435,
0.0102339432753101, 0.0102357749477114, 0.0102375818193624, 0.01023936382713,
0.0102411209080258, 0.0102428529992074, 0.0102445600379796, 0.0102462419617964,
0.0102478987082614, 0.0102495302151298, 0.0102511364203099, 0.0102527172618639,
0.0102542726780097, 0.0102558026071221, 0.0102573069877341, 0.0102587857585386,
0.0102602388583893, 0.0102616662263026, 0.0102630678014585, 0.0102644435232022,
0.0102657933310455, 0.0102671171646681, 0.010268414963919, 0.010269686668818,
0.0102709322195568, 0.0102721515565007, 0.0102733446201898, 0.0102745113513403,
0.0102756516908462, 0.0102767655797805, 0.0102778529593963, 0.0102789137711288,
0.0102799479565961, 0.0102809554576011, 0.0102819362161323, 0.0102828901743659,
0.0102838172746665, 0.010284717459589, 0.0102855906718797, 0.0102864368544778,
0.0102872559505169, 0.010288047903326, 0.0102888126564315, 0.0102895501535579,
0.0102902603386299, 0.0102909431557733, 0.0102915985493164, 0.0102922264637917,
0.0102928268439372, 0.0102933996346975, 0.0102939447812256, 0.010294462228884,
0.0102949519232463, 0.0102954138100984, 0.01029584783544, 0.0102962539454861,
0.0102966320866681, 0.0102969822056357, 0.0102973042492577, 0.0102975981646236,
0.0102978639063908, 0.0102981015983936, 0.0102983115336611, 0.0102984940128162,
0.0102986493367216, 0.0102987778064725, 0.0102988797233883, 0.0102989553890052,
0.0102990051050681, 0.0102990291735236, 0.0102990278965121, 0.0102990015763604,
0.0102989505155746, 0.0102988750168329, 0.0102987753829779, 0.0102986519170104,
0.0102985049220817, 0.0102983347014871, 0.0102981415586588, 0.0102979257971597,
0.0102976877206761, 0.0102974276330118, 0.0102971458380811, 0.0102968426399027,
0.0102965183425936, 0.0102961732503626, 0.0102958076675042, 0.0102954218983928,
0.0102950162474767, 0.010294591019272, 0.0102941465183573, 0.0102936830493678,
0.0102932009169895, 0.0102927004259542, 0.0102921818810335, 0.0102916455870343,
0.0102910918487927, 0.0102905209711694, 0.0102899332590445, 0.0102893290173127,
0.0102887085508781, 0.0102880721646497, 0.0102874201635367, 0.0102867528524437,
0.0102860705362663, 0.0102853735198868, 0.0102846621081697, 0.0102839366059575,
0.0102831973180666, 0.010282444549283, 0.0102816786043586, 0.0102808997880074,
0.0102801084049012, 0.0102793047596664, 0.0102784891568801, 0.0102776619010665,
0.0102768232966939, 0.0102759736481708, 0.0102751132598428, 0.0102742424359898,
0.0102733614808223, 0.0102724706984789, 0.0102715703930229, 0.0102706608684402,
0.0102697424286358, 0.0102688153774316, 0.0102678800185635, 0.0102669366556797,
0.0102659855923373, 0.0102650271320006, 0.0102640615780389, 0.0102630892337242,
0.0102621104022293, 0.0102611253866258, 0.0102601344898823, 0.0102591380148625,
0.0102581362643239, 0.0102571295409157, 0.0102561181471777, 0.0102551023855387,
0.0102540825583155, 0.010253058967711, 0.0102520319158138, 0.0102510017045968,
0.0102499686359162, 0.0102489330115106, 0.0102478951330006, 0.0102468553018875,
0.0102458138195531, 0.0102447709872591, 0.0102437271061466, 0.0102426824772358,
0.0102416374014257, 0.010240592179494, 0.0102395471120968, 0.010238502499769,
0.010237458642924, 0.0102364158418539, 0.0102353743967302, 0.0102343346076036,
0.0102332967744046, 0.0102322611969444, 0.010231228174915, 0.01023019800789,
0.0102291709953258, 0.0102281474365618, 0.010227127630822, 0.0102261118772155,
0.0102251004747383, 0.0102240937222736, 0.0102230919185939, 0.0102220953623622,
0.0102211043521331, 0.0102201191863549, 0.0102191401633708, 0.0102181675814209,
0.0102172017386441, 0.0102162429330795, 0.0102152914626692, 0.0102143476252595,
0.0102134117186039, 0.0102124840403646, 0.0102115648881156, 0.0102106545593442,
0.0102097533514545, 0.0102088615617693, 0.010207979487533, 0.0102071074259144,
0.0102062456740096, 0.0102053945288448, 0.0102045542873793, 0.010203725246509,
0.0102029077030689, 0.0102021019538372, 0.0102013082955378, 0.0102005270248446,
0.0101997584383845, 0.0101990028327411, 0.0101982605044586, 0.0101975317500453,
0.0101968168659778, 0.0101961161487049, 0.0101954298946514, 0.0101947584002225,
0.0101941019618079, 0.0101934608757862, 0.0101928354385293, 0.0101922259464067,
0.0101916326957904, 0.010191055983059, 0.0101904961046032, 0.01018995335683,
0.0101894280361679, 0.0101889204390718, 0.010188430862028, 0.0101879596015597,
0.0101875069542319, 0.0101870732166569, 0.0101866586854997, 0.0101862636574837,
0.0101858884293959, 0.0101855332980929, 0.0101851985605066, 0.01018488451365,
0.0101845914546234, 0.0101843196806199, 0.0101840694889322, 0.0101838411769583,
0.0101836350422079, 0.0101834513823091, 0.0101832904950144, 0.0101831526782076,
0.0101830382299104, 0.0101829474482888, 0.0101828806316605, 0.0101828380785014,
0.0101828200874526, 0.0101828269573279, 0.0101828589871202, 0.0101829164760099,
0.0101829997233709, 0.0101831090287793, 0.0101832446920201, 0.0101834070130951,
0.0101835962922309, 0.0101838128298861, 0.0101840569267597, 0.0101843288837989,
0.0101846290022072, 0.0101849575834525, 0.0101853149292754, 0.0101857013416977,
0.0101861171230306, 0.0101865625758835, 0.0101870380031721, 0.010187543708128,
0.0101880799943066, 0.0101886471655966, 0.0101892455262289, 0.0101898753807854,
0.0101905370342084, 0.0101912307918101, 0.0101919569592816, 0.0101927158427025,
0.0101935077485505, 0.0101943329837112, 0.0101951918554875, 0.0101960846716098,
0.0101970117402458, 0.0101979733700106, 0.0101989698699767, 0.0102000015496844,
0.0102010687191524, 0.0102021716888875, 0.010203310769896, 0.0102044862736935,
0.0102056985123165, 0.0102069477983327, 0.0102082344448519, 0.0102095587655374,
0.0102109210746168, 0.0102123216868937, 0.0102137609177584, 0.0102152390831999,
0.0102167564998174, 0.0102183134848317, 0.0102199103560971, 0.0102215474321134,
0.0102232250320377, 0.0102249434756966, 0.0102267030835983, 0.0102285041769452,
0.0102303470776458, 0.0102322321083276, 0.0102341595923497, 0.0102361298538155,
0.0102381432175855, 0.0102402000092902, 0.0102423005553435, 0.0102444451829553,
0.0102466342201457, 0.0102488679957575, 0.0102511468394701, 0.0102534710818136,
0.0102558410541816, 0.010258257088846, 0.0102607195189706, 0.0102632286786251,
0.0102657849027995, 0.0102683885274187, 0.0102710398893564, 0.0102737393264502,
0.0102764871775162, 0.0102792837823637, 0.0102821294818105, 0.0102850246176975,
0.0102879695329045, 0.0102909645713649, 0.010294010078082, 0.0102971063991439,
0.0103002538817394, 0.0103034528741741, 0.0103067037258864, 0.0103100067874633,
0.010313362410657, 0.010316770948401, 0.0103202327548271, 0.0103237481852816,
0.0103273175963423, 0.0103309413458355, 0.010334619792853, 0.0103383532977697,
0.0103421422222601, 0.0103459869293169, 0.0103498877832679, 0.010353845149794,
0.0103578593959473, 0.0103619308901692, 0.0103660600023084, 0.0103702471036395,
0.0103744925668816, 0.0103787967662169, 0.0103831600773095, 0.0103875828773247,
0.0103920655449477, 0.0103966084604034, 0.0104012120054758, 0.0104058765635272,
0.0104106025195186, 0.0104153902600295, 0.0104202401732778, 0.0104251526491405,
0.0104301280791736, 0.0104351668566335, 0.0104402693764972, 0.0104454360354836,
0.0104506672320744, 0.0104559633665359, 0.0104613248409398, 0.0104667520591856,
0.0104722454270222, 0.0104778053520699, 0.0104834322438423, 0.0104891265137696,
0.0104948885752205, 0.0105007188435249, 0.0105066177359977, 0.0105125856719609,
0.010518623072768, 0.0105247303618266, 0.0105309079646231, 0.010537156308746,
0.0105434758239101, 0.0105498669419813, 0.0105563300970009, 0.0105628657252101,
0.0105694742650756, 0.0105761561573142, 0.0105829118449187, 0.0105897417731831,
0.0105966463897288, 0.0106036261445303, 0.0106106814899419, 0.0106178128807238,
0.0106250207740691, 0.0106323056296306, 0.0106396679095482, 0.0106471080784758,
0.0106546266036098, 0.0106622239547161, 0.0106699006041589, 0.0106776570269286,
0.0106854937006707, 0.0106934111057147, 0.0107014097251028, 0.0107094900446197,
0.010717652552822, 0.0107258977410682, 0.0107342261035486, 0.0107426381004697,
0.0107511337661431, 0.0107597128595518, 0.0107683751356274, 0.0107771203498264,
0.0107859482581036, 0.0107948586168861, 0.0108038511830467, 0.0108129257138786,
0.0108220819670688, 0.0108313197006726, 0.0108406386730876, 0.0108500386430282,
0.0108595193694999, 0.0108690806117739, 0.0108787221293614, 0.0108884436819887,
0.0108982450295714, 0.0109081259321898, 0.0109180861500632, 0.0109281254435253,
0.0109382435729991, 0.0109484402989721, 0.0109587153819714, 0.010969068582539,
0.0109794996612073, 0.0109900083784742, 0.0110005944947791, 0.0110112577704781,
0.0110219979658195, 0.0110328148409201, 0.0110437081557405, 0.011054677670061,
0.0110657231434578, 0.0110768443352787, 0.0110880410046192, 0.0110993129102988,
0.0111106598108372, 0.01112208146443, 0.011133577628926, 0.0111451480618027,
0.0111567925201431, 0.0111685107606124, 0.0111803025394342, 0.0111921676123673,
0.0112041057346826, 0.0112161166611395, 0.0112282001459629, 0.0112403559428203,
0.0112525838047983, 0.0112648834843799, 0.0112772547334215, 0.0112896973031301,
0.0113022109440402, 0.0113147954059915, 0.011327450438106, 0.0113401757887649
), .Dim = 1825L)
if(n > length(s))
stop("n is larger than 5 * 365")
s[1:n]
}
fellstat/recent documentation built on April 12, 2022, 3:10 p.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 lag_avidity_survival lag_avidity_frr aids_survival
Documented in aids_survival lag_avidity_frr lag_avidity_survival
#' AIDS survival probability curve
#' @param n Number of days to calculate.
#' @returns
#' A vector where the ith element is the probability that an
#' individual infected with HIV i days ago has not progressed to AIDS.
#' @references
#' Ron Brookmeyer and James J Goedert. Censoring in an epidemic with an appli-cation to hemophilia-associated aids.Biometrics, pages 325–335, 1989.
#'
#' @export
aids_survival <- function(n = 365 * 5) {
aids_surv <-
1 - sapply(1:n, function(x)
stats::pweibull(x / 365, 2.516, 1 / 0.086))
}
#' False Recency Rate (FRR) for the LAg-Avidity
#' @returns
#' A vector of length 2. The first element is the proportion of untreated, non-elite controller, non-AIDS individuals infected more
#' than 2 years ago that test as recent on the LAg-Avidity assay. The second is the standard
#' error of the proportion.
#' @export
lag_avidity_frr <- function() {
c(proportion = 2 / 362,
std_error = sqrt((2 / 362) * (1 - 2 / 362) / 362))
}
#' Survival curve for testing recent
#' @param n Number of days to calculate.
#' @details
#' A reanalysis of Duong et. al. (2015). See Fellows (2021) for details
#' @returns
#' A vector where the ith element is the probability that an untreated non-elite controller
#' individual infected i days ago tests recent on the LAg-Avidity assay.
#' @references
#' Yen T Duong, Reshma Kassanjee, Alex Welte, Meade Morgan, Anindya De, TrudyDobbs, Erin Rottinghaus, John Nkengasong, Marcel E Curlin, Chonticha Kitti-nunvorakoon, et al. Recalibration of the limiting antigen avidity eia to deter-mine mean duration of recent infection in divergent hiv-1 subtypes.PloS one,10(2):e0114947, 2015.
#' @export
lag_avidity_survival <- function(n=365*5){
s <- structure(c(0.963137666201887, 0.962021320449555, 0.96087261491624,
0.959690736193394, 0.958474858081183, 0.957224141853411, 0.955937736557767,
0.954614779353037, 0.953254395884926, 0.95185570070215, 0.950417797714457,
0.948939780694213, 0.947420733823218, 0.945859732286333, 0.944255842913532,
0.942608124871917, 0.940915630409195, 0.939177405650066, 0.937392491446896,
0.93555992428597, 0.933678737250535, 0.931747961041729, 0.929766625058384,
0.927733758536558, 0.925648391749513, 0.923509557268677, 0.921316291285994,
0.919067634997825, 0.916762636050418, 0.914400350046692, 0.911979842113892,
0.909500188531381, 0.906960478417606, 0.904359815474973, 0.901697319791072,
0.898972129694401, 0.896183403662395, 0.893330322279244, 0.890412090240647,
0.887427938402258, 0.884377125868263, 0.881258942116122, 0.878072709153137,
0.874817783700142, 0.871493559397212, 0.86809946902591, 0.864634986742232,
0.861099630314008, 0.857492963356172, 0.853814597556985, 0.850064194887899,
0.846241469789517, 0.842346191325727, 0.838378185297881, 0.834337336310619,
0.830223589780725, 0.826036953880251, 0.821777501404992, 0.817445371559309,
0.813040771648243, 0.808563978667869, 0.804015340784889, 0.79939527869657,
0.794704286862269, 0.789942934598034, 0.785111867026023, 0.780211805870812,
0.775243550095074, 0.770207976367534, 0.765106039356639, 0.759938771843923,
0.754707284651703, 0.749412766380373, 0.744056482951337, 0.738639776952343,
0.733164066782853, 0.727630845597888, 0.722041680049705, 0.716398208827569,
0.710702140996821, 0.704955254139406, 0.699159392298965, 0.693316463734597,
0.687428438488306, 0.681497345772154, 0.675525271182013, 0.669514353745745,
0.663466782814495, 0.657384794806602, 0.651270669814414, 0.645126728085005,
0.638955326386488, 0.632758854272152, 0.626539730255246, 0.620300397907633,
0.614043321895921, 0.607770983968994, 0.60148587891102, 0.595190510474197,
0.588887387305477, 0.582579018881494, 0.576267911465784, 0.569956564102135,
0.563647464657677, 0.55734308592885, 0.551045881823045, 0.544758283628113,
0.538482696381404, 0.532221495349338, 0.525977022627831, 0.519751583873147,
0.513547445171982, 0.507366830058767, 0.501211916687336, 0.495084835163265,
0.488987665042279, 0.482922432999305, 0.476891110671802, 0.470895612680186,
0.464937794827284, 0.459019452477898, 0.45314231911877, 0.44730806509843,
0.44151829654565, 0.435774554464517, 0.430078314003446, 0.424430983894811,
0.418833906061296, 0.413288355384487, 0.407795539630765, 0.402356599529073,
0.396972608994754, 0.391644575493288, 0.386373440537473, 0.381160080311322,
0.376005269423649, 0.370909475009294, 0.365873008664405, 0.360896129146691,
0.355979044322587, 0.351121912839473, 0.346324845814758, 0.341587908536372,
0.336911122169571, 0.332294465465187, 0.327737876464822, 0.323241254198726,
0.318804460372439, 0.314427321038534, 0.310109628250104, 0.305851141692921,
0.301651590293433, 0.297510673800077, 0.293428064335611, 0.289403407918409,
0.285436325950925, 0.28152641667374, 0.277673256583817, 0.273876401815806,
0.270135389485434, 0.266449738994171, 0.262818953294582, 0.259242520115889,
0.255719913149443, 0.252250593193939, 0.248834009260332, 0.245469599636547,
0.24215679291215, 0.238895008963304, 0.235683659898357, 0.232522150964559,
0.229409881416429, 0.226346245346378, 0.223330632478267, 0.220362428924614,
0.217441017908201, 0.214565780448903, 0.211736096016571, 0.208951343150827,
0.206210900048668, 0.203514145120781, 0.200860457517501, 0.198249217625319,
0.195679807534906, 0.19315161148157, 0.190664016259098, 0.188216411607908,
0.185808190578449, 0.183438749870772, 0.181107490151173, 0.178813816346811,
0.17655713791919, 0.17433686911737, 0.172152429211759, 0.170003242709322,
0.167888739551021, 0.165808355292288, 0.163761531267298, 0.161747714737807,
0.159766359027279, 0.157816923641026, 0.15589887437304, 0.154011683400201,
0.152154829364493, 0.150327797443864, 0.148530079412331, 0.146761173689912,
0.145020585382954, 0.143307826315377, 0.141622415051382, 0.139963876910102,
0.138331743972682, 0.136725555082248, 0.135144855837209, 0.133589198578308,
0.132058142369829, 0.130551252975353, 0.129068102828419, 0.127608270998458,
0.126171343152319, 0.124756911511727, 0.123364574806962, 0.121993938227061,
0.120644613366809, 0.119316218170801, 0.118008376874793, 0.116720719944618,
0.11545288401286, 0.114204511813511, 0.11297525211482, 0.11176475965051,
0.110572695049559, 0.109398724764697, 0.108242520999802, 0.107103761636325,
0.105982130158909, 0.104877315580309, 0.103789012365771, 0.102716920356963,
0.101660744695585, 0.100620195746754, 0.0995949890222662, 0.0985848451038313,
0.0975894895663537, 0.0966086529013523, 0.0956420704405862, 0.0946894822799576,
0.0937506332037572, 0.0928252726093097, 0.0919131544320754, 0.0910140370712604,
0.0901276833159793, 0.0892538602720176, 0.0883923392892281, 0.0875428958896038,
0.0867053096960555, 0.0858793643619252, 0.0850648475012653, 0.0842615506199039,
0.08346926904732, 0.08268780186935, 0.0819169518617393, 0.0811565254245568,
0.0804063325174836, 0.0796661865959893, 0.0789359045484034, 0.0782153066338905,
0.0775042164213366, 0.0768024607291492, 0.076109869565977, 0.0754262760723493,
0.0747515164632391, 0.0740854299715458, 0.0734278587925013, 0.0727786480289924,
0.0721376456378015, 0.0715047023767575, 0.0708796717527963, 0.0702624099709228,
0.0696527758840696, 0.0690506309438466, 0.0684558391521746, 0.067868267013793,
0.0672877834896372, 0.0667142599510742, 0.0661475701349911, 0.0655875900997229,
0.0650341981818147, 0.0644872749536054, 0.0639467031816252, 0.0634123677857947,
0.0628841557994172, 0.0623619563299522, 0.0618456605205602, 0.0613351615124084,
0.0608303544077244, 0.0603311362335902, 0.0598374059064622, 0.0593490641974081,
0.058866013698049, 0.0583881587871949, 0.0579154055981646, 0.0574476619867745,
0.0569848374999912, 0.0565268449390235, 0.0560736170755019, 0.0556250994553414,
0.0551812384507418, 0.0547419810531607, 0.0543072748670527, 0.0538770681036333,
0.0534513095746688, 0.0530299486862952, 0.0526129354328658, 0.0522002203908296,
0.051791754712641, 0.0513874901207027, 0.050987378901342, 0.0505913738988216,
0.0501994285093867, 0.0498114966753482, 0.0494275328792029, 0.0490474921377928,
0.0486713299965018, 0.0482990025234932, 0.0479304663039866, 0.0475656784345755,
0.0472045965175868, 0.0468471786554812, 0.0464933834452965, 0.0461431699731332,
0.0457964978086835, 0.0454533269998034, 0.0451136180671293, 0.0447773319987377,
0.0444444302448496, 0.0441148747125802, 0.0437886277607328, 0.0434656521946375,
0.0431459112610355, 0.0428293686430088, 0.0425159884549548, 0.0422057352376072,
0.0418985739531013, 0.0415944699800868, 0.0412933891088838, 0.0409952975366868,
0.0407001618628129, 0.0404079490839961, 0.040118626589727, 0.0398321621576386,
0.0395485239489363, 0.039267680503875, 0.0389896007372794, 0.038714253934111,
0.0384416097450794, 0.0381716381822982, 0.0379043096149863, 0.0376395947652128,
0.0373774647036866, 0.0371178908455905, 0.0368608449464581, 0.0366062990980959,
0.0363542257245471, 0.0361045975781001, 0.0358573877353392, 0.0356125695932388,
0.0353701168652983, 0.0351300035777217, 0.0348922040656372, 0.0346566929693595,
0.034423445230693, 0.0341924360892763, 0.0339636410789678, 0.0337370360242714,
0.0335125970368026, 0.0332903005117946, 0.033070123124644, 0.0328520418274958,
0.0326360338458676, 0.0324220766753121, 0.0322101480781185, 0.0320002260800514,
0.0317922889671281, 0.0315863152824326, 0.0313822838229674, 0.0311801736365416,
0.0309799640186954, 0.0307816345096612, 0.0305851648913602, 0.030390535184434,
0.0301977256453126, 0.0300067167633153, 0.0298174892577881, 0.0296300240752739,
0.0294443023867169, 0.0292603055847002, 0.0290780152807173, 0.0288974133024755,
0.0287184816912324, 0.0285412026991645, 0.0283655587867671, 0.0281915326202862,
0.0280191070691817, 0.0278482652036213, 0.0276789902920041, 0.027511265798516,
0.0273450753807137, 0.0271804028871388, 0.027017232354961, 0.0268555480076504,
0.0266953342526781, 0.0265365756792454, 0.0263792570560411, 0.0262233633290259,
0.026068879619245, 0.0259157912206667, 0.0257640835980491, 0.025613742384832,
0.0254647533810562, 0.0253171025513071, 0.0251707760226855, 0.0250257600828028,
0.0248820411778011, 0.0247396059103986, 0.0245984410379587, 0.0244585334705843,
0.0243198702692343, 0.0241824386438653, 0.024046225951596, 0.023911219694894,
0.0237774075197864, 0.0236447772140921, 0.0235133167056769, 0.0233830140607298,
0.0232538574820619, 0.0231258353074258, 0.022998936007857, 0.0228731481860357,
0.0227484605746691, 0.0226248620348949, 0.0225023415547042, 0.0223808882473844,
0.0222604913499821, 0.0221411402217856, 0.0220228243428256, 0.0219055333123959,
0.0217892568475925, 0.021673984781871, 0.0215597070636225, 0.0214464137547672,
0.0213340950293662, 0.021222741172251, 0.0211123425776694, 0.0210028897479502,
0.020894373292183, 0.0207867839249165, 0.0206801124648715, 0.020574349833672,
0.0204694870545912, 0.0203655152513137, 0.0202624256467139, 0.0201602095616489,
0.0200588584137677, 0.019958363716335, 0.0198587170770702, 0.0197599101970005,
0.0196619348693296, 0.0195647829783199, 0.019468446498189, 0.0193729174920208,
0.0192781881106896, 0.0191842505917982, 0.0190910972586299, 0.0189987205191131,
0.018907112864799, 0.0188162668698535, 0.01872617519006, 0.0186368305618362,
0.0185482258012632, 0.0184603538031262, 0.0183732075399681, 0.0182867800611549,
0.0182010644919523, 0.0181160540326154, 0.0180317419574883, 0.017948121614116,
0.0178651864223678, 0.0177829298735707, 0.0177013455296551, 0.0176204270223101,
0.0175401680521502, 0.0174605623878924, 0.0173816038655435, 0.0173032863875977,
0.0172256039222445, 0.0171485505025865, 0.0170721202258669, 0.0169963072527072,
0.0169211058063538, 0.0168465101719346, 0.016772514695725, 0.0166991137844228,
0.0166263019044325, 0.0165540735811585, 0.0164824233983068, 0.0164113459971965,
0.0163408360760788, 0.0162708883894652, 0.0162014977474638, 0.0161326590151246,
0.0160643671117917, 0.015996617010465, 0.0159294037371693, 0.0158627223703308,
0.0157965680401624, 0.015730935928056, 0.0156658212659823, 0.0156012193358988,
0.0155371255090878, 0.015473535364062, 0.0154104445640056, 0.0153478488160365,
0.0152857438707223, 0.015224125521602, 0.0151629896047133, 0.0151023319981262,
0.0150421486214807, 0.0149824354355313, 0.0149231884416959, 0.0148644036816101,
0.0148060772366874, 0.0147482052276839, 0.014690783814268, 0.0146338091945955,
0.0145772776048897, 0.0145211853190261, 0.0144655286481224, 0.0144103039401322,
0.0143555075794452, 0.0143011359864905, 0.0142471856173452, 0.0141936529633476,
0.0141405345507146, 0.0140878269401638, 0.0140355267265401, 0.0139836305384459,
0.013932135037877, 0.0138810369198611, 0.0138303329121017, 0.0137800197746256,
0.0137300942994345, 0.0136805533101609, 0.0136313936617279, 0.0135826122400125,
0.0135342059615135, 0.0134861717730227, 0.0134385066513, 0.0133912076027529,
0.0133442716631182, 0.0132976958971494, 0.0132514773983056, 0.0132056132884457,
0.0131601007175253, 0.0131149368632969, 0.0130701189310143, 0.0130256441531396,
0.012981509789054, 0.0129377131247721, 0.0128942514726591, 0.012851122171151,
0.0128083225844791, 0.0127658501023961, 0.0127237021399068, 0.0126818761370012,
0.0126403695583903, 0.0125991798932455, 0.0125583046549411, 0.0125177413807989,
0.0124774876318366, 0.0124375409925186, 0.0123978990705097, 0.0123585594964318,
0.0123195199236231, 0.0122807780278999, 0.0122423315073219, 0.0122041780819592,
0.0121663154936624, 0.0121287415058354, 0.0120914539032106, 0.0120544504916266,
0.0120177290978084, 0.0119812875691506, 0.011945123773502, 0.0119092355989538,
0.0118736209536293, 0.0118382777654765, 0.0118032039820628, 0.0117683975703719,
0.0117338565166034, 0.011699578825974, 0.011665562522522, 0.0116318056489123,
0.0115983062662457, 0.0115650624538685, 0.011532072309185, 0.0114993339474725,
0.0114668455016975, 0.0114346051223347, 0.0114026109771872, 0.0113708612512098,
0.0113393541463334, 0.0113080878812916, 0.0112770606914492, 0.0112462708286327,
0.0112157165609629, 0.0111853961726887, 0.0111553079640233, 0.0111254502509822,
0.0110958213652227, 0.0110664196538852, 0.0110372434794367, 0.0110082912195154,
0.0109795612667774, 0.0109510520287452, 0.0109227619276574, 0.0108946894003205,
0.0108668328979621, 0.0108391908860859, 0.0108117618443277, 0.0107845442663142,
0.0107575366595219, 0.0107307375451386, 0.0107041454579259, 0.0106777589460836,
0.010651576571115, 0.010625596907694, 0.010599818543534, 0.0105742400792577,
0.0105488601282683, 0.0105236773166226, 0.0104986902829049, 0.0104738976781028,
0.0104492981654839, 0.0104248904204741, 0.0104006731305371, 0.0103766449950554,
0.010352804725212, 0.0103291510438745, 0.0103056826854791, 0.0102823983959168,
0.0102592969324205, 0.0102363770634535, 0.0102136375685986, 0.0101910772384493,
0.0101686948745016, 0.0101464892890466, 0.0101244593050656, 0.0101026037561244,
0.0100809214862706, 0.0100594113499306, 0.0100380722118087, 0.0100169029467864,
0.00999590243982345, 0.00997506958585961, 0.00995440328971767,
0.00993390246600715, 0.00991356603902939, 0.00989339294268356,
0.0098733821203734, 0.00985353252491532, 0.00983384311844719,
0.00981431287233827, 0.00979494076709999, 0.00977572579229764,
0.00975666694646318, 0.00973776323700864, 0.00971901368014079,
0.00970041730077644, 0.00968197313245872, 0.00966368021727429,
0.00964553760577129, 0.00962754435687824, 0.00960969953782378,
0.00959200222405722, 0.00957445149916986, 0.0095570464548173,
0.00953978619064233, 0.00952266981419881, 0.00950569644087621,
0.0094888651938251, 0.00947217520388313, 0.00945562560950203,
0.00943921555667522, 0.00942294419886631, 0.00940681069693811,
0.00939081421908266, 0.00937495394075158, 0.00935922904458766,
0.00934363872035656, 0.00932818216487984, 0.00931285858196803,
0.00929766718235488, 0.00928260718363205, 0.00926767781018454,
0.00925287829312665, 0.00923820787023878, 0.00922366578590478,
0.00920925129104989, 0.00919496364307939, 0.00918080210581774,
0.00916676594944851, 0.00915285445045489, 0.00913906689156055,
0.00912540256167142, 0.0091118607558179, 0.00909844077509767,
0.009085141926619, 0.0090719635234448, 0.00905890488453702, 0.00904596533470174,
0.00903314420453491, 0.00902044083036828, 0.00900785455421616,
0.00899538472372274, 0.00898303069210969, 0.0089707918181244,
0.00895866746598892, 0.00894665700534899, 0.00893475981122398,
0.00892297526395708, 0.00891130274916603, 0.00889974165769445,
0.0088882913855634, 0.00887695133392371, 0.00886572090900851,
0.00885459952208646, 0.00884358658941519, 0.00883268153219542,
0.00882188377652541, 0.00881119275335578, 0.00880060789844497,
0.00879012865231497, 0.0087797544602075, 0.00876948477204061,
0.00875931904236585, 0.00874925673032557, 0.00873929729961088,
0.00872944021841989, 0.00871968495941632, 0.00871003099968866,
0.00870047782070956, 0.0086910249082956, 0.00868167175256772,
0.00867241784791152, 0.00866326269293846, 0.00865420579044711,
0.00864524664738479, 0.00863638477480974, 0.00862761968785351,
0.00861895090568365, 0.00861037795146692, 0.0086019003523327,
0.00859351763933682, 0.00858522934742574, 0.00857703501540086,
0.00856893418588358, 0.0085609264052802, 0.00855301122374751,
0.0085451881951585, 0.00853745687706849, 0.00852981683068146,
0.00852226762081684, 0.00851480881587649, 0.00850743998781197,
0.00850016071209225, 0.0084929705676715, 0.00848586913695737,
0.00847885600577946, 0.00847193076335808, 0.00846509300227334,
0.0084583423184344, 0.00845167831104919, 0.00844510058259416,
0.00843860873878462, 0.00843220238854494, 0.00842588114397939,
0.00841964462034303, 0.00841349243601292, 0.00840742421245949,
0.00840143957421846, 0.00839553814886256, 0.00838971956697386,
0.00838398346211622, 0.00837832947080797, 0.00837275723249479,
0.00836726638952293, 0.00836185658711258, 0.0083565274733315,
0.00835127869906893, 0.00834610991800955, 0.00834102078660796,
0.00833601096406299, 0.00833108011229266, 0.00832622789590902,
0.00832145398219332, 0.00831675804107146, 0.00831213974508951,
0.00830759876938957, 0.00830313479168575, 0.00829874749224039,
0.00829443655384041, 0.00829020166177398, 0.0082860425038073,
0.00828195877016158, 0.00827795014578717, 0.00827401626687265,
0.00827015675123104, 0.0082663712191199, 0.00826265929327391,
0.00825902059887593, 0.00825545476352849, 0.00825196141722533,
0.00824854019232328, 0.00824519072351436, 0.0082419126477981,
0.00823870560445407, 0.00823556923501467, 0.00823250318323817,
0.0082295070950818, 0.00822658061867533, 0.00822372340429465,
0.00822093510433563, 0.00821821537328817, 0.00821556386771058,
0.00821298024620399, 0.008210464169387, 0.00820801529987073,
0.00820563330223369, 0.0082033178429973, 0.00820106859060121,
0.00819888521537904, 0.00819676738953421, 0.00819471478711605,
0.00819272708399601, 0.00819080395784408, 0.0081889450881054,
0.00818715015597703, 0.00818541884438498, 0.00818375083796129,
0.00818214582302136, 0.00818060348754143, 0.00817912352113629,
0.008177705615037, 0.00817634946206904, 0.00817505475663033,
0.00817382119466961, 0.00817264847366499, 0.0081715362926024,
0.00817048435195464, 0.0081694923536602, 0.00816856000110232,
0.00816768699908843, 0.0081668730538294, 0.00816611787291923,
0.00816542116531471, 0.00816478264131532, 0.00816420201254311,
0.00816367899192311, 0.00816321329366337, 0.00816280463323556,
0.00816245272735547, 0.00816215729396375, 0.00816191805220678,
0.00816173472241761, 0.0081616070260971, 0.00816153468589525,
0.00816151742559244, 0.00816155497008109, 0.00816164704534717,
0.0081617933784521, 0.00816199369751457, 0.00816224773169257,
0.00816255521116556, 0.00816291586711672, 0.00816332943171535,
0.00816379563809936, 0.00816431422035798, 0.00816488491351433,
0.00816550745350854, 0.00816618157718049, 0.00816690702225306,
0.00816768352731526, 0.00816851083180558, 0.00816938867599541,
0.00817031680097262, 0.00817129494862516, 0.00817232286162489,
0.00817340028341136, 0.00817452695817587, 0.00817570263084548,
0.00817692704706727, 0.00817819995319259, 0.00817952109626143,
0.00818089022398695, 0.00818230708474014, 0.00818377142753432,
0.0081852830020102, 0.00818684155842053, 0.00818844684761529,
0.0081900986210267, 0.00819179663065431, 0.00819354062905051,
0.00819533036930571, 0.00819716560503389, 0.00819904609035817,
0.00820097157989648, 0.00820294182874727, 0.00820495659247537,
0.00820701562709795, 0.00820911868907055, 0.00821126553527314,
0.00821345592299633, 0.00821568960992774, 0.00821796635413832,
0.00822028591406878, 0.0082226480485162, 0.0082250525166207,
0.00822749907785205, 0.00822998749199661, 0.00823251751914411,
0.00823508891967471, 0.00823770145424602, 0.00824035488378027,
0.00824304896945152, 0.00824578347267293, 0.00824855815508425,
0.00825137277853921, 0.00825422710509305, 0.00825712089699027,
0.00826005391665223, 0.00826302592666494, 0.00826603668976705,
0.00826908596883763, 0.00827217352688437, 0.00827529912703154,
0.00827846253250824, 0.00828166350663668, 0.00828490181282045,
0.00828817721453299, 0.00829148947530606, 0.00829483835871834,
0.00829822362838395, 0.00830164504794136, 0.00830510238104198,
0.0083085953913392, 0.00831212384247724, 0.00831568749808012,
0.00831928612174086, 0.00832291947701062, 0.00832658732738785,
0.00833028943630772, 0.00833402556713142, 0.00833779548313562,
0.00834159894750211, 0.00834543572330723, 0.0083493055735117,
0.00835320826095027, 0.00835714354832161, 0.00836111119817814,
0.0083651109729161, 0.00836914263476542, 0.00837320594577999,
0.00837730066782779, 0.00838142656258111, 0.00838558339150689,
0.00838977091585717, 0.0083939888966595, 0.0083982370947075,
0.00840251527055145, 0.00840682318448905, 0.00841116059655608,
0.00841552726651727, 0.00841992295385723, 0.00842434741777137,
0.00842880041715696, 0.00843328171060422, 0.00843779105638761,
0.0084423282124569, 0.00844689293642868, 0.00845148498557764,
0.0084561041168281, 0.00846075008674555, 0.00846542265152822,
0.00847012156699885, 0.00847484658859632, 0.00847959747136762,
0.00848437396995968, 0.00848917583861137, 0.00849400283114549,
0.00849885470096098, 0.00850373120102504, 0.00850863208386545,
0.00851355710156286, 0.00851850600574325, 0.00852347854757037,
0.0085284744777383, 0.00853349354646416, 0.00853853550348071,
0.00854360009802921, 0.00854868707885217, 0.00855379619418645,
0.00855892719175604, 0.00856407981876539, 0.00856925382189235,
0.00857444894728149, 0.00857966494053737, 0.00858490154671799,
0.00859015851032813, 0.008595435575313, 0.00860073248505173,
0.00860604898235114, 0.00861138480943948, 0.00861673970796023,
0.00862211341896606, 0.0086275056829128, 0.00863291623965348,
0.00863834482843255, 0.00864379118787999, 0.00864925505600578,
0.00865473617019414, 0.00866023426719802, 0.00866574908313373,
0.00867128035347543, 0.00867682781304994, 0.00868239119603144,
0.00868797023593644, 0.00869356466561862, 0.00869917421726386,
0.00870479862238551, 0.0087104376118193, 0.00871609091571886,
0.00872175826355101, 0.00872743938409107, 0.00873313400541861,
0.00873884185491284, 0.00874456265924848, 0.00875029614439137,
0.00875604203559445, 0.0087618000573937, 0.00876756993360412,
0.00877335138731588, 0.00877914414089046, 0.00878494791595713,
0.00879076243340908, 0.00879658741340005, 0.00880242257534087,
0.00880826763789611, 0.00881412231898066, 0.00881998633575681,
0.00882585940463099, 0.00883174124125078, 0.00883763156050209,
0.00884353007650627, 0.00884943650261745, 0.0088553505514198,
0.00886127193472515, 0.0088672003635704, 0.00887313554821528,
0.00887907719813996, 0.00888502502204308, 0.00889097872783947,
0.0088969380226583, 0.00890290261284117, 0.00890887220394037,
0.00891484650071711, 0.00892082520713998, 0.00892680802638345,
0.0089327946608265, 0.00893878481205131, 0.00894477818084199,
0.00895077446718362, 0.00895677337026115, 0.00896277458845847,
0.00896877781935779, 0.00897478275973871, 0.00898078910557781,
0.00898679655204803, 0.00899280479351839, 0.00899881352355359,
0.00900482243491389, 0.00901083121955503, 0.00901683956862824,
0.00902284717248033, 0.00902885372065399, 0.00903485890188812,
0.00904086240411816, 0.00904686391447682, 0.00905286311929462,
0.00905885970410066, 0.00906485335362354, 0.00907084375179228,
0.00907683058173752, 0.00908281352579256, 0.00908879226549479,
0.00909476648158709, 0.00910073585401931, 0.00910670006194997,
0.00911265878374799, 0.00911861169699451, 0.00912455847848492,
0.009130498804231, 0.00913643234946298, 0.00914235883242595,
0.009148278145989, 0.00915419022665812, 0.00916009501083883,
0.00916599243483685, 0.00917188243485836, 0.00917776494701059,
0.00918363990730214, 0.00918950725164362, 0.00919536691584805,
0.0092012188356313, 0.00920706294661262, 0.0092128991843151,
0.00921872748416617, 0.00922454778149813, 0.00923036001154857,
0.00923616410946095, 0.00924196001028505, 0.00924774764897748,
0.00925352696040223, 0.00925929787933121, 0.00926506034044467,
0.00927081427833185, 0.00927655962749136, 0.00928229632233192,
0.00928802429717265, 0.00929374348624389, 0.00929945382368743,
0.00930515524355737, 0.00931084767982047, 0.00931653106635678,
0.0093222053369602, 0.00932787042533903, 0.00933352626511655,
0.00933917278983158, 0.00934480993293914, 0.00935043762781087,
0.0093560558077358, 0.00936166440592078, 0.00936726335549122,
0.00937285258949156, 0.00937843204088598, 0.00938400164255891,
0.00938956132731575, 0.00939511102788336, 0.0094006506769108,
0.00940618020696988, 0.00941169955055583, 0.00941720864008786,
0.00942270740790988, 0.00942819578629114, 0.00943367370742678,
0.00943914110343858, 0.00944459790637556, 0.00945004404821466,
0.00945547946086141, 0.00946090407615051, 0.00946631782584666,
0.00947172064164506, 0.00947711245517225, 0.00948249319798661,
0.00948786280157925, 0.00949322119737455, 0.00949856831673084,
0.00950390409094132, 0.00950922845123444, 0.00951454132877483,
0.00951984265466402, 0.00952513235994096, 0.00953041037558298,
0.00953567663250633, 0.00954093106156699, 0.00954617359356143,
0.00955140415922723, 0.009556622689244, 0.00956182911423392,
0.00956702336476264, 0.00957220537133997, 0.00957737506442066,
0.00958253237440513, 0.00958767723164026, 0.00959280956642018,
0.00959792930898699, 0.00960303638953157, 0.00960813073819436,
0.00961321228506615, 0.00961828096018885, 0.00962333669355632,
0.00962837941511512, 0.00963340905476536, 0.00963842554236146,
0.00964342880771301, 0.00964841878058558, 0.00965339539070147,
0.0096583585677406, 0.00966330824134135, 0.00966824434110136,
0.00967316679657831, 0.00967807553729088, 0.00968297049271953,
0.00968785159230731, 0.00969271876546077, 0.00969757194155084,
0.00970241104991357, 0.00970723601985114, 0.00971204678063262,
0.00971684326149492, 0.00972162539164359, 0.00972639310025379,
0.00973114631647107, 0.00973588496941237, 0.00974060898816681,
0.00974531830179668, 0.00975001283933829, 0.00975469252980282,
0.00975935730217737, 0.00976400708542576, 0.00976864180848947,
0.00977326140028856, 0.00977786578972271, 0.00978245490567188,
0.00978702867699756, 0.00979158703254345, 0.00979612990113659,
0.00980065721158817, 0.00980516889269457, 0.00980966487323825,
0.00981414508198874, 0.00981860944770359, 0.00982305789912933,
0.0098274903650025, 0.00983190677405054, 0.00983630705499278,
0.00984069113654143, 0.00984505894740265, 0.00984941041627738,
0.00985374547186247, 0.00985806404285155, 0.00986236605793621,
0.00986665144580681, 0.00987092013515359, 0.0098751720546677,
0.00987940713304217, 0.00988362529897289, 0.00988782648115978,
0.00989201060830762, 0.00989617760912725, 0.00990032741233651,
0.00990445994666134, 0.00990857514083674, 0.00991267292360788,
0.00991675322373114, 0.00992081596997518, 0.00992486109112192,
0.00992888851596771, 0.00993289817332431, 0.00993688999202001,
0.00994086390090065, 0.00994481982883076, 0.00994875770469459,
0.00995267745739718, 0.00995657901586554, 0.00996046230904962,
0.00996432726592346, 0.00996817381548634, 0.00997200188676379,
0.00997581140880871, 0.00997960231070256, 0.00998337452155633,
0.00998712797051185, 0.00999086258674266, 0.00999457829945539,
0.00999827503789069, 0.0100019527313245, 0.010005611309069, 0.0100092507004739,
0.0100128708349277, 0.0100164716418585, 0.0100200530507353, 0.0100236149910693,
0.0100271573924148, 0.0100306801843706, 0.010034183296581, 0.0100376666587369,
0.0100411302005771, 0.0100445738518896, 0.0100479975425125, 0.0100514012023351,
0.0100547847612996, 0.0100581481494018, 0.0100614912966923, 0.010064814133278,
0.0100681165893231, 0.0100713985950502, 0.0100746600807417, 0.0100779009767409,
0.0100811212134532, 0.0100843207213472, 0.0100874994309564, 0.0100906572728795,
0.0100937941777827, 0.0100969100764, 0.010100004899535, 0.0101030785780618,
0.0101061310429265, 0.0101091622251481, 0.0101121720558202, 0.0101151604661118,
0.0101181273872685, 0.0101210727506144, 0.0101239964875525, 0.0101268985295664,
0.0101297788082218, 0.010132637255167, 0.0101354738021348, 0.0101382883809437,
0.0101410809234989, 0.0101438513617936, 0.0101465996279104, 0.0101493256540226,
0.0101520293723954, 0.010154710715387, 0.0101573696154503, 0.0101600060051338,
0.0101626198170829, 0.0101652109840415, 0.0101677794388531, 0.0101703251144618,
0.0101728479439141, 0.01017534786036, 0.0101778247970542, 0.0101802786873573,
0.0101827094647374, 0.0101851170627714, 0.010187501415146, 0.0101898624556592,
0.0101922001182216, 0.0101945143368578, 0.0101968050457076, 0.0101990721790272,
0.0102013156711908, 0.0102035354566917, 0.0102057314701438, 0.0102079036462828,
0.0102100519199676, 0.0102121762261813, 0.0102142765000333, 0.0102163526767599,
0.0102184046917258, 0.0102204324804256, 0.0102224359784853, 0.0102244151216631,
0.0102263698458512, 0.0102283000870769, 0.0102302057815042, 0.010232086865435,
0.0102339432753101, 0.0102357749477114, 0.0102375818193624, 0.01023936382713,
0.0102411209080258, 0.0102428529992074, 0.0102445600379796, 0.0102462419617964,
0.0102478987082614, 0.0102495302151298, 0.0102511364203099, 0.0102527172618639,
0.0102542726780097, 0.0102558026071221, 0.0102573069877341, 0.0102587857585386,
0.0102602388583893, 0.0102616662263026, 0.0102630678014585, 0.0102644435232022,
0.0102657933310455, 0.0102671171646681, 0.010268414963919, 0.010269686668818,
0.0102709322195568, 0.0102721515565007, 0.0102733446201898, 0.0102745113513403,
0.0102756516908462, 0.0102767655797805, 0.0102778529593963, 0.0102789137711288,
0.0102799479565961, 0.0102809554576011, 0.0102819362161323, 0.0102828901743659,
0.0102838172746665, 0.010284717459589, 0.0102855906718797, 0.0102864368544778,
0.0102872559505169, 0.010288047903326, 0.0102888126564315, 0.0102895501535579,
0.0102902603386299, 0.0102909431557733, 0.0102915985493164, 0.0102922264637917,
0.0102928268439372, 0.0102933996346975, 0.0102939447812256, 0.010294462228884,
0.0102949519232463, 0.0102954138100984, 0.01029584783544, 0.0102962539454861,
0.0102966320866681, 0.0102969822056357, 0.0102973042492577, 0.0102975981646236,
0.0102978639063908, 0.0102981015983936, 0.0102983115336611, 0.0102984940128162,
0.0102986493367216, 0.0102987778064725, 0.0102988797233883, 0.0102989553890052,
0.0102990051050681, 0.0102990291735236, 0.0102990278965121, 0.0102990015763604,
0.0102989505155746, 0.0102988750168329, 0.0102987753829779, 0.0102986519170104,
0.0102985049220817, 0.0102983347014871, 0.0102981415586588, 0.0102979257971597,
0.0102976877206761, 0.0102974276330118, 0.0102971458380811, 0.0102968426399027,
0.0102965183425936, 0.0102961732503626, 0.0102958076675042, 0.0102954218983928,
0.0102950162474767, 0.010294591019272, 0.0102941465183573, 0.0102936830493678,
0.0102932009169895, 0.0102927004259542, 0.0102921818810335, 0.0102916455870343,
0.0102910918487927, 0.0102905209711694, 0.0102899332590445, 0.0102893290173127,
0.0102887085508781, 0.0102880721646497, 0.0102874201635367, 0.0102867528524437,
0.0102860705362663, 0.0102853735198868, 0.0102846621081697, 0.0102839366059575,
0.0102831973180666, 0.010282444549283, 0.0102816786043586, 0.0102808997880074,
0.0102801084049012, 0.0102793047596664, 0.0102784891568801, 0.0102776619010665,
0.0102768232966939, 0.0102759736481708, 0.0102751132598428, 0.0102742424359898,
0.0102733614808223, 0.0102724706984789, 0.0102715703930229, 0.0102706608684402,
0.0102697424286358, 0.0102688153774316, 0.0102678800185635, 0.0102669366556797,
0.0102659855923373, 0.0102650271320006, 0.0102640615780389, 0.0102630892337242,
0.0102621104022293, 0.0102611253866258, 0.0102601344898823, 0.0102591380148625,
0.0102581362643239, 0.0102571295409157, 0.0102561181471777, 0.0102551023855387,
0.0102540825583155, 0.010253058967711, 0.0102520319158138, 0.0102510017045968,
0.0102499686359162, 0.0102489330115106, 0.0102478951330006, 0.0102468553018875,
0.0102458138195531, 0.0102447709872591, 0.0102437271061466, 0.0102426824772358,
0.0102416374014257, 0.010240592179494, 0.0102395471120968, 0.010238502499769,
0.010237458642924, 0.0102364158418539, 0.0102353743967302, 0.0102343346076036,
0.0102332967744046, 0.0102322611969444, 0.010231228174915, 0.01023019800789,
0.0102291709953258, 0.0102281474365618, 0.010227127630822, 0.0102261118772155,
0.0102251004747383, 0.0102240937222736, 0.0102230919185939, 0.0102220953623622,
0.0102211043521331, 0.0102201191863549, 0.0102191401633708, 0.0102181675814209,
0.0102172017386441, 0.0102162429330795, 0.0102152914626692, 0.0102143476252595,
0.0102134117186039, 0.0102124840403646, 0.0102115648881156, 0.0102106545593442,
0.0102097533514545, 0.0102088615617693, 0.010207979487533, 0.0102071074259144,
0.0102062456740096, 0.0102053945288448, 0.0102045542873793, 0.010203725246509,
0.0102029077030689, 0.0102021019538372, 0.0102013082955378, 0.0102005270248446,
0.0101997584383845, 0.0101990028327411, 0.0101982605044586, 0.0101975317500453,
0.0101968168659778, 0.0101961161487049, 0.0101954298946514, 0.0101947584002225,
0.0101941019618079, 0.0101934608757862, 0.0101928354385293, 0.0101922259464067,
0.0101916326957904, 0.010191055983059, 0.0101904961046032, 0.01018995335683,
0.0101894280361679, 0.0101889204390718, 0.010188430862028, 0.0101879596015597,
0.0101875069542319, 0.0101870732166569, 0.0101866586854997, 0.0101862636574837,
0.0101858884293959, 0.0101855332980929, 0.0101851985605066, 0.01018488451365,
0.0101845914546234, 0.0101843196806199, 0.0101840694889322, 0.0101838411769583,
0.0101836350422079, 0.0101834513823091, 0.0101832904950144, 0.0101831526782076,
0.0101830382299104, 0.0101829474482888, 0.0101828806316605, 0.0101828380785014,
0.0101828200874526, 0.0101828269573279, 0.0101828589871202, 0.0101829164760099,
0.0101829997233709, 0.0101831090287793, 0.0101832446920201, 0.0101834070130951,
0.0101835962922309, 0.0101838128298861, 0.0101840569267597, 0.0101843288837989,
0.0101846290022072, 0.0101849575834525, 0.0101853149292754, 0.0101857013416977,
0.0101861171230306, 0.0101865625758835, 0.0101870380031721, 0.010187543708128,
0.0101880799943066, 0.0101886471655966, 0.0101892455262289, 0.0101898753807854,
0.0101905370342084, 0.0101912307918101, 0.0101919569592816, 0.0101927158427025,
0.0101935077485505, 0.0101943329837112, 0.0101951918554875, 0.0101960846716098,
0.0101970117402458, 0.0101979733700106, 0.0101989698699767, 0.0102000015496844,
0.0102010687191524, 0.0102021716888875, 0.010203310769896, 0.0102044862736935,
0.0102056985123165, 0.0102069477983327, 0.0102082344448519, 0.0102095587655374,
0.0102109210746168, 0.0102123216868937, 0.0102137609177584, 0.0102152390831999,
0.0102167564998174, 0.0102183134848317, 0.0102199103560971, 0.0102215474321134,
0.0102232250320377, 0.0102249434756966, 0.0102267030835983, 0.0102285041769452,
0.0102303470776458, 0.0102322321083276, 0.0102341595923497, 0.0102361298538155,
0.0102381432175855, 0.0102402000092902, 0.0102423005553435, 0.0102444451829553,
0.0102466342201457, 0.0102488679957575, 0.0102511468394701, 0.0102534710818136,
0.0102558410541816, 0.010258257088846, 0.0102607195189706, 0.0102632286786251,
0.0102657849027995, 0.0102683885274187, 0.0102710398893564, 0.0102737393264502,
0.0102764871775162, 0.0102792837823637, 0.0102821294818105, 0.0102850246176975,
0.0102879695329045, 0.0102909645713649, 0.010294010078082, 0.0102971063991439,
0.0103002538817394, 0.0103034528741741, 0.0103067037258864, 0.0103100067874633,
0.010313362410657, 0.010316770948401, 0.0103202327548271, 0.0103237481852816,
0.0103273175963423, 0.0103309413458355, 0.010334619792853, 0.0103383532977697,
0.0103421422222601, 0.0103459869293169, 0.0103498877832679, 0.010353845149794,
0.0103578593959473, 0.0103619308901692, 0.0103660600023084, 0.0103702471036395,
0.0103744925668816, 0.0103787967662169, 0.0103831600773095, 0.0103875828773247,
0.0103920655449477, 0.0103966084604034, 0.0104012120054758, 0.0104058765635272,
0.0104106025195186, 0.0104153902600295, 0.0104202401732778, 0.0104251526491405,
0.0104301280791736, 0.0104351668566335, 0.0104402693764972, 0.0104454360354836,
0.0104506672320744, 0.0104559633665359, 0.0104613248409398, 0.0104667520591856,
0.0104722454270222, 0.0104778053520699, 0.0104834322438423, 0.0104891265137696,
0.0104948885752205, 0.0105007188435249, 0.0105066177359977, 0.0105125856719609,
0.010518623072768, 0.0105247303618266, 0.0105309079646231, 0.010537156308746,
0.0105434758239101, 0.0105498669419813, 0.0105563300970009, 0.0105628657252101,
0.0105694742650756, 0.0105761561573142, 0.0105829118449187, 0.0105897417731831,
0.0105966463897288, 0.0106036261445303, 0.0106106814899419, 0.0106178128807238,
0.0106250207740691, 0.0106323056296306, 0.0106396679095482, 0.0106471080784758,
0.0106546266036098, 0.0106622239547161, 0.0106699006041589, 0.0106776570269286,
0.0106854937006707, 0.0106934111057147, 0.0107014097251028, 0.0107094900446197,
0.010717652552822, 0.0107258977410682, 0.0107342261035486, 0.0107426381004697,
0.0107511337661431, 0.0107597128595518, 0.0107683751356274, 0.0107771203498264,
0.0107859482581036, 0.0107948586168861, 0.0108038511830467, 0.0108129257138786,
0.0108220819670688, 0.0108313197006726, 0.0108406386730876, 0.0108500386430282,
0.0108595193694999, 0.0108690806117739, 0.0108787221293614, 0.0108884436819887,
0.0108982450295714, 0.0109081259321898, 0.0109180861500632, 0.0109281254435253,
0.0109382435729991, 0.0109484402989721, 0.0109587153819714, 0.010969068582539,
0.0109794996612073, 0.0109900083784742, 0.0110005944947791, 0.0110112577704781,
0.0110219979658195, 0.0110328148409201, 0.0110437081557405, 0.011054677670061,
0.0110657231434578, 0.0110768443352787, 0.0110880410046192, 0.0110993129102988,
0.0111106598108372, 0.01112208146443, 0.011133577628926, 0.0111451480618027,
0.0111567925201431, 0.0111685107606124, 0.0111803025394342, 0.0111921676123673,
0.0112041057346826, 0.0112161166611395, 0.0112282001459629, 0.0112403559428203,
0.0112525838047983, 0.0112648834843799, 0.0112772547334215, 0.0112896973031301,
0.0113022109440402, 0.0113147954059915, 0.011327450438106, 0.0113401757887649
), .Dim = 1825L)
if(n > length(s))
stop("n is larger than 5 * 365")
s[1:n]
}
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.