theta = log(rep(c(1,2.7),c(9900,100))) # log fold change for each gene |
mu = rep(5,10000) # read depth |
sig = rep(0.6,10000) # coefficient of variation |
res = n.fdr.negbin(fdr = 0.1, pwr = 0.8, log.fc = theta, |
mu = mu, sig = sig, pi0.hat = “BH”) |
res |
## $n |
## [1] 20 |
## |
## $computed.avepow |
## [1] 0.8087842 |
## |
## $desired.avepow |
## [1] 0.8 |
## |
## $desired.fdr |
## [1] 0.1 |
## |
## $input.pi0 |
## [1] 0.99 |
## |
## $alpha |
## [1] 0.0008879023 |
## |
## $n0 |
## [1] 19 |
## |
## $n1 |
## [1] 20 |
## |
## $n.its |
## [1] 6 |
## |
## $max.its |
## [1] 50 |