LocFDRPois: Functions for Performing Local FDR Estimation when Null and Alternative are Poisson

The main idea of the Local FDR algorithm is to estimate both proportion of null observations and the ratio of null and alternative densities. In the case that there are many null observations, this can be done reliably, through maximum likelihood or generalized linear models. This package implements this in the case that the null and alternative densities are Poisson.

Version: 1.0.0
Depends: R (≥ 3.1.2)
Imports: dplyr, ggplot2
Suggests: knitr
Published: 2015-05-05
Author: Kris Sankaran [aut, cre]
Maintainer: Kris Sankaran <kriss1 at stanford.edu>
License: GPL-2
NeedsCompilation: no
CRAN checks: LocFDRPois results

Downloads:

Reference manual: LocFDRPois.pdf
Vignettes: Introduction to the LocalFDRPois package
Package source: LocFDRPois_1.0.0.tar.gz
Windows binaries: r-devel: LocFDRPois_1.0.0.zip, r-release: LocFDRPois_1.0.0.zip, r-oldrel: LocFDRPois_1.0.0.zip
OS X Mavericks binaries: r-release: LocFDRPois_1.0.0.tgz, r-oldrel: LocFDRPois_1.0.0.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=LocFDRPois to link to this page.