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LFDR.MLE (version 1.0.1)

Estimation of the Local False Discovery Rates by Type II Maximum Likelihood Estimation

Description

Suite of R functions for the estimation of the local false discovery rate (LFDR) using Type II maximum likelihood estimation (MLE).

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Version

Install

install.packages('LFDR.MLE')

Monthly Downloads

148

Version

1.0.1

License

GPL-3

Homepage

http://www.cran.r-project.org

Maintainer

M Padilla

Last Published

October 2nd, 2019

Functions in LFDR.MLE (1.0.1)

lfdr.lho, lfdr.l1o

Leave-one-out (L1O) and leave-half-out (LHO) method for LFDR estimation.

Type II Maximum likelihood estimate of LFDR (LFDR-MLE).

Density of the absolute Student t Distribution.

LFDR.MLE-package

Estimation of the Local False Discovery Rate using Type II Maximum Likelihood Estimation.

Internal Functions and Methods

Minimum description length (MDL) method for estimation of LFDR.