Package: GhostKnockoff
Type: Package
Title: The Knockoff Inference Using Summary Statistics
Version: 0.1.0
Date: 2021-11-20
Author: Zihuai He <zihuai@stanford.edu>
Maintainer: Zihuai He <zihuai@stanford.edu>
Description: Functions for multiple knockoff inference using summary statistics, e.g. Z-scores. The knockoff inference is a general procedure for controlling the false discovery rate (FDR) when performing variable selection. This package provides a procedure which performs knockoff inference without ever constructing individual knockoffs (GhostKnockoff). It additionally supports multiple knockoff inference for improved stability and reproducibility. Moreover, it supports meta-analysis of multiple overlapping studies. 
License: GPL-3
Encoding: UTF-8
Depends: R(>= 3.5.0), Matrix, CVXR, Rdsdp, gtools, seqminer
Imports: RSpectra, corpcor
NeedsCompilation: no
Packaged: 2021-11-22 18:09:19 UTC; zhe
Repository: CRAN
Date/Publication: 2021-11-23 08:20:02 UTC
Built: R 4.3.3; ; 2025-01-24 16:05:11 UTC; unix
