fdr_var_selection: FDR-based variable selection

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

Description

Computes the estimated coefficients of β from the radiogenomics model

Usage

fdr_var_selection(b, x_cnames, ...)

Arguments

b	MCMC samples of the parameter β - dimension N samples x L predictors. Output from the groupSS function
x_cnames	names of columns in the predictor matrix
...	other arguments to localFDR()

Value

est_coef: estimated coefficients after the FDR-based variable selection

Examples

b = matrix(rnorm(100*5), nrow=100)
x_cnames = paste0('Col',1:5)
fdr_var_selection(b,x_cnames)

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