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LFDR.MLE (version 1.0)

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

146

Version

1.0

License

GPL-3

Homepage

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

Maintainer

M Padilla

Last Published

August 6th, 2015

Functions in LFDR.MLE (1.0)

lfdr.lho, lfdr.l1o

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

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.

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