Thin extender over locfdr::locfdr for Efron's
empirical-Bayes local false-discovery-rate estimation from a
vector of z-scores (Efron, 2004; Efron, 2010).
Arguments
- zz
Numeric vector of test statistics (typically z-scores) for the locfdr empirical-null fit.
- ...
Further arguments forwarded to
locfdr::locfdr(e.g.bre,df,pct,pct0,nulltype,type,plot,mult,mlests,main,sw).
Value
A list with $method = "locfdr::locfdr" and
$raw (the locfdr object with the fitted local-FDR
curve, empirical-null parameters, and the fdr / Fdrleft /
Fdrright summaries).
Examples
# \donttest{
if (requireNamespace("locfdr", quietly = TRUE)) {
set.seed(1)
zz <- c(stats::rnorm(900), stats::rnorm(100, mean = 3))
morie_locfdr_estimate(zz)
}
#> $method
#> [1] "locfdr::locfdr"
#>
#> $raw
#> $raw$fdr
#> [1] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [6] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [11] 1.0000000000 1.0000000000 1.0000000000 0.9969389021 1.0000000000
#> [16] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [21] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [26] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [31] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [36] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [41] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [46] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [51] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [56] 0.8618710381 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [61] 0.5644795857 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [66] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 0.7293324045
#> [71] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [76] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [81] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [86] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [91] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [96] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [101] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [106] 0.9830911627 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [111] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [116] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [121] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [126] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [131] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [136] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [141] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [146] 1.0000000000 0.7897689645 1.0000000000 1.0000000000 1.0000000000
#> [151] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [156] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 0.9307169107
#> [161] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [166] 0.7053352509 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [171] 0.6316463308 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [176] 1.0000000000 1.0000000000 0.7981210890 1.0000000000 1.0000000000
#> [181] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [186] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [191] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [196] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [201] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 0.9774289914
#> [206] 0.4974883663 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [211] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [216] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [221] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [226] 0.9675897138 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [231] 1.0000000000 0.7017870314 1.0000000000 1.0000000000 1.0000000000
#> [236] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [241] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [246] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [251] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [256] 1.0000000000 0.9355422659 1.0000000000 1.0000000000 1.0000000000
#> [261] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 0.9989904818
#> [266] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [271] 1.0000000000 1.0000000000 1.0000000000 0.3984642964 1.0000000000
#> [276] 1.0000000000 0.9761191495 1.0000000000 1.0000000000 1.0000000000
#> [281] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [286] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [291] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 0.9793741965
#> [296] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [301] 1.0000000000 1.0000000000 0.8676864932 1.0000000000 1.0000000000
#> [306] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [311] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [316] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [321] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [326] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [331] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [336] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [341] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 0.9836849377
#> [346] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 0.9198269157
#> [351] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [356] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [361] 0.8542410054 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [366] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [371] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [376] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 0.9843372440
#> [381] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [386] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [391] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [396] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [401] 1.0000000000 0.9149278658 1.0000000000 1.0000000000 1.0000000000
#> [406] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [411] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [416] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [421] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [426] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [431] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [436] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [441] 1.0000000000 0.9813151097 1.0000000000 1.0000000000 1.0000000000
#> [446] 0.6552463881 1.0000000000 1.0000000000 1.0000000000 0.9580640123
#> [451] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [456] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [461] 1.0000000000 0.7345223510 1.0000000000 1.0000000000 1.0000000000
#> [466] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [471] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [476] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [481] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 0.6009189249
#> [486] 0.5329089144 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [491] 1.0000000000 0.6484954862 1.0000000000 1.0000000000 0.0317818909
#> [496] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [501] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [506] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [511] 0.8833664586 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [516] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [521] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [526] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [531] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [536] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [541] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [546] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [551] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [556] 1.0000000000 0.9617731233 1.0000000000 1.0000000000 1.0000000000
#> [561] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [566] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [571] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [576] 1.0000000000 1.0000000000 0.8323926052 1.0000000000 1.0000000000
#> [581] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [586] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [591] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [596] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [601] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [606] 1.0000000000 1.0000000000 1.0000000000 0.8480158244 1.0000000000
#> [611] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 0.3821074638
#> [616] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [621] 1.0000000000 1.0000000000 0.9772946975 0.9843257865 1.0000000000
#> [626] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [631] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [636] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [641] 0.9238475935 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [646] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [651] 1.0000000000 1.0000000000 0.9530305653 1.0000000000 1.0000000000
#> [656] 0.6737091030 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [661] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [666] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 0.7170505894
#> [671] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [676] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [681] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [686] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [691] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [696] 1.0000000000 0.9199074776 1.0000000000 1.0000000000 1.0000000000
#> [701] 1.0000000000 0.8675359311 1.0000000000 1.0000000000 1.0000000000
#> [706] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 0.9875922221
#> [711] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [716] 0.9320506865 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [721] 1.0000000000 1.0000000000 0.9910067723 1.0000000000 1.0000000000
#> [726] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [731] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [736] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [741] 0.9888969994 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [746] 1.0000000000 1.0000000000 1.0000000000 0.9683653102 0.9816718020
#> [751] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [756] 1.0000000000 0.8347540798 1.0000000000 1.0000000000 1.0000000000
#> [761] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [766] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [771] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [776] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [781] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [786] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [791] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [796] 1.0000000000 1.0000000000 1.0000000000 0.8524730010 1.0000000000
#> [801] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [806] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [811] 1.0000000000 1.0000000000 1.0000000000 0.9272380816 1.0000000000
#> [816] 0.8623629544 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [821] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [826] 1.0000000000 1.0000000000 0.6016760680 1.0000000000 1.0000000000
#> [831] 1.0000000000 0.9692486226 1.0000000000 1.0000000000 1.0000000000
#> [836] 1.0000000000 0.6834677370 1.0000000000 1.0000000000 1.0000000000
#> [841] 0.8453136120 1.0000000000 0.1906077195 1.0000000000 1.0000000000
#> [846] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [851] 1.0000000000 1.0000000000 1.0000000000 0.9475142410 1.0000000000
#> [856] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [861] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [866] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [871] 0.9813545850 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [876] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [881] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [886] 0.9881790984 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [891] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [896] 1.0000000000 1.0000000000 1.0000000000 1.0000000000 1.0000000000
#> [901] 1.0000000000 0.1417856577 0.1212067062 0.9235457594 0.0478393559
#> [906] 0.8704057961 0.0468235010 0.1288335651 0.0406492799 0.8076127429
#> [911] 0.1756581940 0.4708005648 1.0000000000 0.1554962764 0.0025461138
#> [916] 0.5999378972 0.3104923628 0.0433646500 0.1984362680 0.0015893722
#> [921] 0.0383609917 0.0005829124 0.0998957563 0.9326376987 0.0841816890
#> [926] 0.7979818573 0.8538255166 0.3048900358 0.0231226646 0.1010330679
#> [931] 0.0314525175 0.0242733114 0.2953450357 1.0000000000 0.0330461938
#> [936] 0.0008323710 0.1896109507 1.0000000000 0.4087543779 0.8049334305
#> [941] 0.2317982953 0.0447408761 0.0275426901 0.1296237519 0.8045635419
#> [946] 0.0315200982 0.0078676616 0.0006505015 0.4916225890 0.0740076378
#> [951] 0.0117606970 0.2671869357 0.0654149443 0.1358019210 0.2762450934
#> [956] 0.1501699088 0.0212984123 0.0866531377 0.4732443946 1.0000000000
#> [961] 0.7061704737 0.2219522824 1.0000000000 0.0007330224 1.0000000000
#> [966] 0.9478189766 0.0059005391 1.0000000000 0.0381681316 0.3942637577
#> [971] 0.0773829412 0.0266794733 0.8211130753 0.6416342919 1.0000000000
#> [976] 0.8228619607 0.0927800540 0.0687647818 0.0012572811 0.1872546282
#> [981] 0.0758512399 0.1834235024 0.4870195019 0.0371810527 0.0757378799
#> [986] 0.1633283355 0.7207858672 0.2311121717 0.0343210586 0.0446989118
#> [991] 0.4841941759 0.6150940997 0.0674557630 0.0171362927 0.1661433385
#> [996] 0.3753574519 0.7672360412 0.4420711815 1.0000000000 0.6354733786
#>
#> $raw$fp0
#> delta sigma p0
#> thest 0.00000000 1.00000000 0.88347077
#> theSD 0.00000000 0.00000000 0.02430346
#> mlest 0.05760184 1.08741213 0.93224028
#> mleSD 0.04166271 0.04084129 0.01326897
#> cmest -0.04567866 1.01028888 0.89666323
#> cmeSD 0.09899790 0.08023877 0.05469122
#>
#> $raw$Efdr
#> Efdr Eleft Eright Efdrtheo Eleft0 Eright0
#> 0.2338279 0.7961283 0.2180765 0.2814181 0.7143914 0.2378956
#>
#> $raw$cdf1
#> p1
#> [1,] 0.01 0.1534910
#> [2,] 0.02 0.2327619
#> [3,] 0.03 0.2787397
#> [4,] 0.04 0.3283607
#> [5,] 0.05 0.3543716
#> [6,] 0.06 0.3810872
#> [7,] 0.07 0.4084318
#> [8,] 0.08 0.4363270
#> [9,] 0.09 0.4646912
#> [10,] 0.10 0.4646912
#> [11,] 0.11 0.4934401
#> [12,] 0.12 0.4934401
#> [13,] 0.13 0.5224859
#> [14,] 0.14 0.5224859
#> [15,] 0.15 0.5517375
#> [16,] 0.16 0.5517375
#> [17,] 0.17 0.5811004
#> [18,] 0.18 0.5811004
#> [19,] 0.19 0.5811004
#> [20,] 0.20 0.6104763
#> [21,] 0.21 0.6104763
#> [22,] 0.22 0.6104763
#> [23,] 0.23 0.6397641
#> [24,] 0.24 0.6397641
#> [25,] 0.25 0.6397641
#> [26,] 0.26 0.6688600
#> [27,] 0.27 0.6688600
#> [28,] 0.28 0.6688600
#> [29,] 0.29 0.6688600
#> [30,] 0.30 0.6976531
#> [31,] 0.31 0.6976531
#> [32,] 0.32 0.6976531
#> [33,] 0.33 0.7260157
#> [34,] 0.34 0.7260157
#> [35,] 0.35 0.7260157
#> [36,] 0.36 0.7260157
#> [37,] 0.37 0.7538025
#> [38,] 0.38 0.7538025
#> [39,] 0.39 0.7538025
#> [40,] 0.40 0.7538025
#> [41,] 0.41 0.7538025
#> [42,] 0.42 0.7808502
#> [43,] 0.43 0.7808502
#> [44,] 0.44 0.7808502
#> [45,] 0.45 0.7808502
#> [46,] 0.46 0.8069784
#> [47,] 0.47 0.8069784
#> [48,] 0.48 0.8069784
#> [49,] 0.49 0.8069784
#> [50,] 0.50 0.8069784
#> [51,] 0.51 0.8319912
#> [52,] 0.52 0.8319912
#> [53,] 0.53 0.8319912
#> [54,] 0.54 0.8319912
#> [55,] 0.55 0.8319912
#> [56,] 0.56 0.8556786
#> [57,] 0.57 0.8556786
#> [58,] 0.58 0.8556786
#> [59,] 0.59 0.8556786
#> [60,] 0.60 0.8556786
#> [61,] 0.61 0.8778196
#> [62,] 0.62 0.8778196
#> [63,] 0.63 0.8778196
#> [64,] 0.64 0.8778196
#> [65,] 0.65 0.8778196
#> [66,] 0.66 0.9015325
#> [67,] 0.67 0.9015325
#> [68,] 0.68 0.9015325
#> [69,] 0.69 0.9015325
#> [70,] 0.70 0.9048805
#> [71,] 0.71 0.9232391
#> [72,] 0.72 0.9232391
#> [73,] 0.73 0.9232391
#> [74,] 0.74 0.9265419
#> [75,] 0.75 0.9265419
#> [76,] 0.76 0.9426636
#> [77,] 0.77 0.9458684
#> [78,] 0.78 0.9458684
#> [79,] 0.79 0.9458684
#> [80,] 0.80 0.9458684
#> [81,] 0.81 0.9625794
#> [82,] 0.82 0.9625794
#> [83,] 0.83 0.9625794
#> [84,] 0.84 0.9654035
#> [85,] 0.85 0.9654035
#> [86,] 0.86 0.9764046
#> [87,] 0.87 0.9764046
#> [88,] 0.88 0.9789343
#> [89,] 0.89 0.9789343
#> [90,] 0.90 0.9870934
#> [91,] 0.91 0.9892535
#> [92,] 0.92 0.9892535
#> [93,] 0.93 0.9892535
#> [94,] 0.94 0.9961388
#> [95,] 0.95 0.9961388
#> [96,] 0.96 0.9973258
#> [97,] 0.97 0.9973258
#> [98,] 0.98 0.9994144
#> [99,] 0.99 1.0000000
#>
#> $raw$mat
#> x fdr Fdrleft Fdrright f f0
#> [1,] -2.97305119 0.6552463881 0.6552464 0.9322402766 0.7534390 5.295718e-01
#> [2,] -2.90305638 0.6940802644 0.6758245 0.9324491320 0.8492865 6.323187e-01
#> [3,] -2.83306157 0.7322413251 0.6969203 0.9326519004 0.9572413 7.518787e-01
#> [4,] -2.76306676 0.7694442058 0.7184207 0.9328442341 1.0787254 8.903488e-01
#> [5,] -2.69307195 0.8054104681 0.7402005 0.9330211415 1.2153006 1.049961e+00
#> [6,] -2.62307714 0.8398728137 0.7621234 0.9331769833 1.3686772 1.233067e+00
#> [7,] -2.55308233 0.8725790342 0.7840444 0.9333054862 1.5407208 1.442118e+00
#> [8,] -2.48308751 0.9032956105 0.8058113 0.9333997808 1.7334591 1.679638e+00
#> [9,] -2.41309270 0.9318108884 0.8272673 0.9334524655 1.9490864 1.948189e+00
#> [10,] -2.34309789 0.9579377684 0.8482534 0.9334557021 2.1899668 2.250334e+00
#> [11,] -2.27310308 0.9815158688 0.8686108 0.9334013460 2.4586351 2.588592e+00
#> [12,] -2.20310827 1.0000000000 0.8881840 0.9332811149 2.7577940 2.965382e+00
#> [13,] -2.13311346 1.0000000000 0.9068226 0.9330867997 3.0903090 3.382973e+00
#> [14,] -2.06311865 1.0000000000 0.9243845 0.9328105206 3.4591980 3.843411e+00
#> [15,] -1.99312384 1.0000000000 0.9407376 0.9324450301 3.8676175 4.348463e+00
#> [16,] -1.92312903 1.0000000000 0.9557622 0.9319840659 4.3188418 4.899541e+00
#> [17,] -1.85313421 1.0000000000 0.9693527 0.9314227549 4.8162375 5.497631e+00
#> [18,] -1.78313940 1.0000000000 0.9814186 0.9307580684 5.3632295 6.143224e+00
#> [19,] -1.71314459 1.0000000000 0.9918914 0.9299893311 5.9630059 6.836246e+00
#> [20,] -1.64314978 1.0000000000 1.0007371 0.9291185335 6.6178679 7.575995e+00
#> [21,] -1.57315497 1.0000000000 1.0079561 0.9281500998 7.3294379 8.361077e+00
#> [22,] -1.50316016 1.0000000000 1.0135803 0.9270909400 8.0985763 9.189363e+00
#> [23,] -1.43316535 1.0000000000 1.0176696 0.9259505058 8.9251976 1.005794e+01
#> [24,] -1.36317054 1.0000000000 1.0203087 0.9247407475 9.8080772 1.096310e+01
#> [25,] -1.29317572 1.0000000000 1.0216033 0.9234759520 10.7446556 1.190032e+01
#> [26,] -1.22318091 1.0000000000 1.0216767 0.9221724421 11.7308488 1.286424e+01
#> [27,] -1.15318610 1.0000000000 1.0206657 0.9208481165 12.7608734 1.384874e+01
#> [28,] -1.08319129 1.0000000000 1.0187174 0.9195218114 13.8271002 1.484694e+01
#> [29,] -1.01319648 1.0000000000 1.0159858 0.9182124632 14.9199471 1.585128e+01
#> [30,] -0.94320167 1.0000000000 1.0126288 0.9169380523 16.0278267 1.685359e+01
#> [31,] -0.87320686 1.0000000000 1.0088049 0.9157143083 17.1371618 1.784518e+01
#> [32,] -0.80321205 1.0000000000 1.0046713 0.9145531561 18.2324811 1.881699e+01
#> [33,] -0.73321724 1.0000000000 1.0003816 0.9134608857 19.2966086 1.975968e+01
#> [34,] -0.66322242 1.0000000000 0.9960840 0.9124360285 20.3109510 2.066380e+01
#> [35,] -0.59322761 1.0000000000 0.9919194 0.9114669290 21.2559203 2.151995e+01
#> [36,] -0.52323280 1.0000000000 0.9880116 0.9105290504 22.1141034 2.231890e+01
#> [37,] -0.45323799 1.0000000000 0.9844529 0.9095854192 22.8734350 2.305181e+01
#> [38,] -0.38324318 1.0000000000 0.9813080 0.9085909068 23.5238527 2.371034e+01
#> [39,] -0.31324837 1.0000000000 0.9786190 0.9074924604 24.0570793 2.428685e+01
#> [40,] -0.24325356 1.0000000000 0.9764098 0.9062288606 24.4667966 2.477451e+01
#> [41,] -0.17325875 1.0000000000 0.9746895 0.9047305386 24.7487613 2.516748e+01
#> [42,] -0.10326393 1.0000000000 0.9734555 0.9029194716 24.9008597 2.546097e+01
#> [43,] -0.03326912 1.0000000000 0.9726956 0.9007091760 24.9231032 2.565138e+01
#> [44,] 0.03672569 1.0000000000 0.9723904 0.8980048270 24.8175648 2.573635e+01
#> [45,] 0.10672050 1.0000000000 0.9725146 0.8947035370 24.5882640 2.571485e+01
#> [46,] 0.17671531 1.0000000000 0.9730383 0.8906948314 24.2410039 2.558713e+01
#> [47,] 0.24671012 1.0000000000 0.9739285 0.8858613684 23.7831703 2.535477e+01
#> [48,] 0.31670493 1.0000000000 0.9751500 0.8800799502 23.2235003 2.502065e+01
#> [49,] 0.38669974 1.0000000000 0.9766656 0.8732228809 22.5718302 2.458883e+01
#> [50,] 0.45669456 1.0000000000 0.9784376 0.8651597237 21.8388324 2.406456e+01
#> [51,] 0.52668937 1.0000000000 0.9804279 0.8557595093 21.0357489 2.345408e+01
#> [52,] 0.59668418 1.0000000000 0.9825986 0.8448934374 20.1741959 2.276458e+01
#> [53,] 0.66667899 1.0000000000 0.9849094 0.8324382606 19.2678841 2.200399e+01
#> [54,] 0.73667380 1.0000000000 0.9873161 0.8182853288 18.3322903 2.118087e+01
#> [55,] 0.80666861 1.0000000000 0.9897718 0.8023511478 17.3817304 2.030424e+01
#> [56,] 0.87666342 1.0000000000 0.9922295 0.7845818675 16.4290158 1.938342e+01
#> [57,] 0.94665823 1.0000000000 0.9946435 0.7649567774 15.4853496 1.842784e+01
#> [58,] 1.01665304 1.0000000000 0.9969701 0.7434909539 14.5602921 1.744694e+01
#> [59,] 1.08664786 1.0000000000 0.9991694 0.7202368578 13.6617847 1.644995e+01
#> [60,] 1.15664267 1.0000000000 1.0012054 0.6952847230 12.7962213 1.544581e+01
#> [61,] 1.22663748 1.0000000000 1.0030467 0.6687616357 11.9685538 1.444299e+01
#> [62,] 1.29663229 1.0000000000 1.0046669 0.6408292706 11.1824228 1.344945e+01
#> [63,] 1.36662710 1.0000000000 1.0060448 0.6116803316 10.4403034 1.247246e+01
#> [64,] 1.43662191 1.0000000000 1.0071641 0.5815338237 9.7436569 1.151862e+01
#> [65,] 1.50661672 1.0000000000 1.0080134 0.5506293529 9.0930833 1.059375e+01
#> [66,] 1.57661153 1.0000000000 1.0085862 0.5192207150 8.4884688 9.702847e+00
#> [67,] 1.64660635 1.0000000000 1.0088802 0.4875690727 7.9291241 8.850124e+00
#> [68,] 1.71660116 1.0000000000 1.0088969 0.4559360416 7.4139120 8.038965e+00
#> [69,] 1.78659597 0.9766498000 1.0086413 0.4245770002 6.9412950 7.271960e+00
#> [70,] 1.85659078 0.9383226323 1.0081226 0.3937347025 6.5084738 6.550938e+00
#> [71,] 1.92658559 0.8964039229 1.0073540 0.3636307082 6.1119555 5.877005e+00
#> [72,] 1.99658040 0.8514879363 1.0063519 0.3344597773 5.7485540 5.250604e+00
#> [73,] 2.06657521 0.8041950722 1.0051348 0.3063885071 5.4153869 4.671572e+00
#> [74,] 2.13657002 0.7551573200 1.0037228 0.2795548201 5.1098464 4.139210e+00
#> [75,] 2.20656483 0.7050039488 1.0021366 0.2540681497 4.8295728 3.652350e+00
#> [76,] 2.27655965 0.6543478952 1.0003968 0.2300102511 4.5724308 3.209431e+00
#> [77,] 2.34655446 0.6037732680 0.9985240 0.2074365495 4.3364880 2.808563e+00
#> [78,] 2.41654927 0.5538243235 0.9965379 0.1863779337 4.1199960 2.447603e+00
#> [79,] 2.48654408 0.5049961974 0.9944573 0.1668428950 3.9213724 2.124214e+00
#> [80,] 2.55653889 0.4577275901 0.9922997 0.1488199155 3.7391862 1.835931e+00
#> [81,] 2.62653370 0.4123955190 0.9900812 0.1322800109 3.5721430 1.580210e+00
#> [82,] 2.69652851 0.3693121637 0.9878164 0.1171793417 3.4190728 1.354485e+00
#> [83,] 2.76652332 0.3287237454 0.9855184 0.1034618159 3.2789188 1.156202e+00
#> [84,] 2.83651814 0.2908113116 0.9831987 0.0910616155 3.1507274 9.828659e-01
#> [85,] 2.90651295 0.2556932311 0.9808673 0.0799055918 3.0336389 8.320612e-01
#> [86,] 2.97650776 0.2234349587 0.9785326 0.0699154871 2.9268035 7.014825e-01
#> [87,] 3.04650257 0.1940948414 0.9762027 0.0610098594 2.8287391 5.889508e-01
#> [88,] 3.11649738 0.1676786366 0.9738852 0.0531051145 2.7377383 4.924269e-01
#> [89,] 3.18649219 0.1441162541 0.9715873 0.0461170960 2.6522844 4.100201e-01
#> [90,] 3.25648700 0.1232793412 0.9693162 0.0399629019 2.5710276 3.399924e-01
#> [91,] 3.32648181 0.1049978413 0.9670785 0.0345622950 2.4927645 2.807591e-01
#> [92,] 3.39647663 0.0890745792 0.9648805 0.0298387517 2.4164234 2.308867e-01
#> [93,] 3.46647144 0.0752976029 0.9627281 0.0257202010 2.3410541 1.890883e-01
#> [94,] 3.53646625 0.0634502155 0.9606272 0.0221395018 2.2658225 1.542166e-01
#> [95,] 3.60646106 0.0533187857 0.9585830 0.0190347051 2.1900081 1.252559e-01
#> [96,] 3.67645587 0.0446985273 0.9566008 0.0163491406 2.1130042 1.013131e-01
#> [97,] 3.74645068 0.0373975035 0.9546852 0.0140313655 2.0343194 8.160822e-02
#> [98,] 3.81644549 0.0312391394 0.9528409 0.0120350076 1.9535813 6.546402e-02
#> [99,] 3.88644030 0.0260635266 0.9510719 0.0103185300 1.8705389 5.229643e-02
#> [100,] 3.95643511 0.0217277915 0.9493822 0.0088449417 1.7850662 4.160467e-02
#> [101,] 4.02642993 0.0181057657 0.9477752 0.0075814725 1.6971632 3.296193e-02
#> [102,] 4.09642474 0.0150871681 0.9462537 0.0064992300 1.6069559 2.600662e-02
#> [103,] 4.16641955 0.0125755922 0.9448202 0.0055728488 1.5147991 2.043411e-02
#> [104,] 4.23641436 0.0104841363 0.9434757 0.0047801815 1.4217500 1.598925e-02
#> [105,] 4.30640917 0.0087398267 0.9422201 0.0041021555 1.3290033 1.245951e-02
#> [106,] 4.37640398 0.0072831833 0.9410521 0.0035224232 1.2376026 9.668845e-03
#> [107,] 4.44639879 0.0060655506 0.9399694 0.0030269655 1.1484350 7.472205e-03
#> [108,] 4.51639360 0.0050469859 0.9389691 0.0026037537 1.0622319 5.750738e-03
#> [109,] 4.58638842 0.0041945864 0.9380477 0.0022424616 0.9795750 4.407568e-03
#> [110,] 4.65638323 0.0034811577 0.9372012 0.0019342202 0.9009053 3.364147e-03
#> [111,] 4.72637804 0.0028841515 0.9364255 0.0016714096 0.8265352 2.557123e-03
#> [112,] 4.79637285 0.0023848142 0.9357161 0.0014474811 0.7566622 1.935659e-03
#> [113,] 4.86636766 0.0019675032 0.9350686 0.0012568059 0.6913834 1.459172e-03
#> [114,] 4.93636247 0.0016191352 0.9344784 0.0010945466 0.6307100 1.095431e-03
#> [115,] 5.00635728 0.0013287394 0.9339413 0.0009565464 0.5745819 8.189623e-04
#> [116,] 5.07635209 0.0010870959 0.9334529 0.0008392350 0.5228818 6.097384e-04
#> [117,] 5.14634691 0.0008864405 0.9330091 0.0007395483 0.4754469 4.520888e-04
#> [118,] 5.21634172 0.0007202235 0.9326062 0.0006548579 0.4320809 3.338140e-04
#> [119,] 5.28633653 0.0005829124 0.9322403 0.0005829124 0.3925640 2.454629e-04
#> f0theo fdrtheo counts lfdrse p1f1
#> [1,] 3.366467e-01 3.947467e-01 2 0.49551107 0.25975082
#> [2,] 4.135104e-01 4.301544e-01 1 0.45899614 0.25981349
#> [3,] 5.054413e-01 4.664891e-01 0 0.42296193 0.25630966
#> [4,] 6.147907e-01 5.035105e-01 0 0.38759456 0.24870639
#> [5,] 7.441425e-01 5.409593e-01 0 0.35308577 0.23648478
#> [6,] 8.963079e-01 5.785599e-01 2 0.31963429 0.21916243
#> [7,] 1.074312e+00 6.160257e-01 1 0.28744760 0.19632014
#> [8,] 1.281375e+00 6.530626e-01 0 0.25674394 0.16763310
#> [9,] 1.520877e+00 6.893746e-01 5 0.22775457 0.13290647
#> [10,] 1.796323e+00 7.246679e-01 3 0.20072562 0.09211489
#> [11,] 2.111285e+00 7.586561e-01 4 0.17591801 0.04544573
#> [12,] 2.469344e+00 7.910646e-01 2 0.15360214 0.00000000
#> [13,] 2.874012e+00 8.216349e-01 2 0.13404120 0.00000000
#> [14,] 3.328648e+00 8.501286e-01 5 0.11745328 0.00000000
#> [15,] 3.836361e+00 8.763309e-01 5 0.10394355 0.00000000
#> [16,] 4.399905e+00 9.000531e-01 4 0.09341171 0.00000000
#> [17,] 5.021568e+00 9.211358e-01 3 0.08547242 0.00000000
#> [18,] 5.703057e+00 9.394497e-01 5 0.07945044 0.00000000
#> [19,] 6.445378e+00 9.549384e-01 5 0.07453976 0.00000000
#> [20,] 7.248720e+00 9.676881e-01 6 0.07012176 0.00000000
#> [21,] 8.112347e+00 9.778405e-01 5 0.06580189 0.00000000
#> [22,] 9.034497e+00 9.855700e-01 9 0.06138759 0.00000000
#> [23,] 1.001230e+01 9.910785e-01 12 0.05686319 0.00000000
#> [24,] 1.104169e+01 9.945899e-01 12 0.05236483 0.00000000
#> [25,] 1.211742e+01 9.963449e-01 8 0.04815858 0.00000000
#> [26,] 1.323295e+01 9.965964e-01 13 0.04461037 0.00000000
#> [27,] 1.438055e+01 9.956053e-01 11 0.04212156 0.00000000
#> [28,] 1.555129e+01 9.936366e-01 15 0.04100689 0.00000000
#> [29,] 1.673516e+01 1.000000e+00 19 0.04134680 0.00000000
#> [30,] 1.792114e+01 1.000000e+00 18 0.04291927 0.00000000
#> [31,] 1.909737e+01 1.000000e+00 10 0.04527417 0.00000000
#> [32,] 2.025133e+01 1.000000e+00 14 0.04787515 0.00000000
#> [33,] 2.137008e+01 1.000000e+00 23 0.05020513 0.00000000
#> [34,] 2.244041e+01 1.000000e+00 19 0.05180978 0.00000000
#> [35,] 2.344919e+01 1.000000e+00 20 0.05230735 0.00000000
#> [36,] 2.438356e+01 1.000000e+00 15 0.05151388 0.00000000
#> [37,] 2.523125e+01 1.000000e+00 26 0.04955071 0.00000000
#> [38,] 2.598080e+01 1.000000e+00 29 0.04664212 0.00000000
#> [39,] 2.662187e+01 1.000000e+00 35 0.04308582 0.00000000
#> [40,] 2.714545e+01 1.000000e+00 22 0.03926279 0.00000000
#> [41,] 2.754404e+01 1.000000e+00 25 0.03565475 0.00000000
#> [42,] 2.781189e+01 1.000000e+00 22 0.03284026 0.00000000
#> [43,] 2.794511e+01 1.000000e+00 37 0.03140311 0.00000000
#> [44,] 2.794173e+01 1.000000e+00 18 0.03170586 0.00000000
#> [45,] 2.780180e+01 1.000000e+00 15 0.03367492 0.00000000
#> [46,] 2.752739e+01 1.000000e+00 26 0.03685042 0.00000000
#> [47,] 2.712247e+01 1.000000e+00 18 0.04063569 0.00000000
#> [48,] 2.659291e+01 1.000000e+00 19 0.04448372 0.00000000
#> [49,] 2.594625e+01 1.000000e+00 27 0.04795204 0.00000000
#> [50,] 2.519160e+01 1.000000e+00 18 0.05069529 0.00000000
#> [51,] 2.433936e+01 1.000000e+00 23 0.05244957 0.00000000
#> [52,] 2.340102e+01 1.000000e+00 23 0.05303388 0.00000000
#> [53,] 2.238889e+01 1.000000e+00 24 0.05249994 0.00000000
#> [54,] 2.131586e+01 1.000000e+00 19 0.05114646 0.00000000
#> [55,] 2.019507e+01 1.000000e+00 13 0.04933389 0.00000000
#> [56,] 1.903970e+01 1.000000e+00 16 0.04746036 0.00000000
#> [57,] 1.786270e+01 1.000000e+00 18 0.04593461 0.00000000
#> [58,] 1.667655e+01 1.000000e+00 17 0.04512260 0.00000000
#> [59,] 1.549308e+01 1.000000e+00 14 0.04527149 0.00000000
#> [60,] 1.432325e+01 9.888995e-01 18 0.04644481 0.00000000
#> [61,] 1.317704e+01 9.726762e-01 6 0.04851428 0.00000000
#> [62,] 1.206330e+01 9.530648e-01 9 0.05121677 0.00000000
#> [63,] 1.098972e+01 9.299634e-01 10 0.05423852 0.00000000
#> [64,] 9.962761e+00 9.033372e-01 9 0.05728624 0.00000000
#> [65,] 8.987624e+00 8.732245e-01 10 0.06013457 0.00000000
#> [66,] 8.068306e+00 8.397407e-01 10 0.06265982 0.00000000
#> [67,] 7.207623e+00 8.030805e-01 7 0.06487401 0.00000000
#> [68,] 6.407286e+00 7.635172e-01 6 0.06696785 0.00000000
#> [69,] 5.667981e+00 7.214065e-01 13 0.06936740 0.16208063
#> [70,] 4.989476e+00 6.772795e-01 6 0.07281695 0.40142553
#> [71,] 4.370728e+00 6.317798e-01 1 0.07808679 0.63317461
#> [72,] 3.809999e+00 5.855425e-01 10 0.08564489 0.85372962
#> [73,] 3.304975e+00 5.391764e-01 8 0.09558092 1.06035944
#> [74,] 2.852882e+00 4.932512e-01 2 0.10767601 1.25110848
#> [75,] 2.450596e+00 4.482860e-01 6 0.12153716 1.42470490
#> [76,] 2.094749e+00 4.047408e-01 4 0.13671058 1.58047032
#> [77,] 1.781822e+00 3.630099e-01 4 0.15274635 1.71823248
#> [78,] 1.508235e+00 3.234182e-01 2 0.16922584 1.83824198
#> [79,] 1.270416e+00 2.862201e-01 4 0.18577011 1.94109427
#> [80,] 1.064867e+00 2.515999e-01 3 0.20204112 2.02765752
#> [81,] 8.882126e-01 2.196748e-01 3 0.21774195 2.09900721
#> [82,] 7.372432e-01 1.904998e-01 2 0.23261848 2.15636760
#> [83,] 6.089433e-01 1.640735e-01 1 0.24646381 2.20106034
#> [84,] 5.005128e-01 1.403449e-01 3 0.25912593 2.23446023
#> [85,] 4.093793e-01 1.192214e-01 1 0.27051942 2.25795794
#> [86,] 3.332029e-01 1.005790e-01 3 0.28066826 2.27285331
#> [87,] 2.698758e-01 8.428751e-02 5 0.28993019 2.27969541
#> [88,] 2.175161e-01 7.019265e-02 3 0.29880200 2.27867809
#> [89,] 1.744581e-01 5.811165e-02 4 0.30772595 2.27004710
#> [90,] 1.392397e-01 4.784632e-02 3 0.31706337 2.25407300
#> [91,] 1.105878e-01 3.919388e-02 2 0.32707677 2.23102965
#> [92,] 8.740251e-02 3.195531e-02 3 0.33792085 2.20118152
#> [93,] 6.874051e-02 2.594140e-02 4 0.34964353 2.16477835
#> [94,] 5.379895e-02 2.097684e-02 3 0.36219666 2.12205560
#> [95,] 4.189934e-02 1.690261e-02 0 0.37545431 2.07323957
#> [96,] 3.247228e-02 1.357703e-02 5 0.38923610 2.01855599
#> [97,] 2.504325e-02 1.087586e-02 5 0.40333286 1.95824095
#> [98,] 1.921945e-02 8.691638e-03 4 0.41753276 1.89255308
#> [99,] 1.467788e-02 6.932483e-03 3 0.43164710 1.82178610
#> [100,] 1.115470e-02 5.520723e-03 2 0.44553564 1.74628070
#> [101,] 8.435777e-03 4.391305e-03 1 0.45913209 1.66643480
#> [102,] 6.348401e-03 3.490218e-03 0 0.47247045 1.58271153
#> [103,] 4.754183e-03 2.772765e-03 1 0.48572456 1.49574963
#> [104,] 3.542907e-03 2.201551e-03 0 0.49927096 1.40684414
#> [105,] 2.627337e-03 1.746554e-03 0 0.51358120 1.31738802
#> [106,] 1.938850e-03 1.384061e-03 1 0.52914743 1.22858894
#> [107,] 1.423786e-03 1.095294e-03 1 0.54644683 1.14146913
#> [108,] 1.040442e-03 8.653475e-04 0 0.56590987 1.05687086
#> [109,] 7.565939e-04 6.823660e-04 0 0.58789419 0.97546607
#> [110,] 5.474952e-04 5.369000e-04 0 0.61266593 0.89776907
#> [111,] 3.942485e-04 4.214061e-04 0 0.64039003 0.82415135
#> [112,] 2.825088e-04 3.298543e-04 1 0.67112930 0.75485774
#> [113,] 2.014495e-04 2.574184e-04 0 0.70485115 0.69002310
#> [114,] 1.429463e-04 2.002329e-04 1 0.74143959 0.62968875
#> [115,] 1.009373e-04 1.552000e-04 1 0.78071012 0.57381848
#> [116,] 7.092555e-05 1.198371e-04 0 0.82242504 0.52231336
#> [117,] 4.959365e-05 9.215445e-05 1 0.86630787 0.47502540
#> [118,] 3.450815e-05 7.055842e-05 1 0.91205561 0.43176970
#> [119,] 2.389404e-05 5.377388e-05 2 0.95934881 0.39233515
#>
#> $raw$z.2
#> [1] NA 3.032415
#>
#> $raw$call
#> locfdr::locfdr(zz = zz)
#>
#>
# }