quantile_aggregation: Function to apply the corresponding quantile aggregation...

In mxxptian/GraceAKO: Grace-AKO: A Novel and Stable Knockoff Filter for Variable Selection Incorporating Gene Network Structures

Function to apply the corresponding quantile aggregation function

Description

Function to apply the corresponding quantile aggregation function

Usage

quantile_aggregation(pvals, gamma = 0.5, gamma_min = 1e-05, adaptive = FALSE)

Arguments

pvals	a n_bootstrap by n_covariates matrix of the feature statistics, AGCs
gamma	the pre-specified percentile value used for the fixed quantile aggregation, range from 0 to 1
gamma_min	the pre-specified percentile value used for the adaptive quantile aggregation, range from 0 to 1
adaptive	the statement to determine the quantile aggregation function

mxxptian/GraceAKO documentation built on Oct. 5, 2022, 11:17 p.m.