localFDR: Local False Discovery Rates

In shariq-mohammed/RADIOHEAD: Radiogenomic Analysis Incorporating Tumor Heterogeneity in Imaging Through Densities

Description

Computes the local false discovery rates (FDR) for the paramters given MCMC samples for those parameters

Usage

localFDR(chain, thres = 0.001, FDRc = 0.05)

Arguments

chain	MCMC samples of the parameter - dimension N samples x L parameters.
thres	threshold used to compute the Local FDR. Defaults to 0.001.
FDRc	level at which the FDR is controlled (Bayesian FDR). Defaults to 0.05.

Value

r: local FDRs of the L predictors

Examples

chain = matrix(rnorm(100*5), nrow=100)
localFDR(chain)

shariq-mohammed/RADIOHEAD documentation built on Dec. 10, 2020, 10:19 a.m.