| Name : R-pwrFDR
| |
| Version : 2.8.9
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp156.1.1
| Date : 2024-06-24 14:05:39
|
| Group : Development/Libraries/Other
| Source RPM : R-pwrFDR-2.8.9-lp156.1.1.src.rpm
|
| Size : 1.24 MB
| |
| Packager : https://www_suse_com/
| |
| Summary : FDR Power
|
Description :
This is a package for calculating two differing notions of power, or
deriving sample sizes for specified requisite power in multiple testing
experiments under a variety of methods for control of the distribution
of the False Discovery Proportion (FDP). More specifically, one can
choose to control the FDP distribution according to control of its (i)
mean, e.g. the usual BH-FDR procedure, or via the probability that it
exceeds a given value, delta, via (ii) the Romano procedure, or via
(iii) my procedure based upon asymptotic approximation. Likewise, we
can think of the power in multiple testing experiments in terms of a
summary of the distribution of the True Positive Proportion (TPP). The
package will compute power, sample size or any other missing parameter
required for power based upon (i) the mean of the TPP which is the
average power (ii) the probability that the TPP exceeds a given value,
lambda, via my asymptotic approximation procedure. The theoretical
results are described in Izmirlian, G. (2020) Stat. and Prob. letters,
< doi:10.1016/j.spl.2020.108713>, and an applied paper describing the
methodology with a simulation study is in preparation.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/15.6/x86_64 |
