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.


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install.packages("LocFDRPois")

1.0.0 by Kris Sankaran, 3 years ago


Browse source code at https://github.com/cran/LocFDRPois


Authors: Kris Sankaran [aut, cre]


Documentation:   PDF Manual  


GPL-2 license


Imports dplyr, ggplot2

Suggests knitr


See at CRAN