version 0.1.0

DESCRIPTION

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+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

MD5

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+77bff58f880d5bcaf2dbc303f3053fea *DESCRIPTION
+f03863080817d23caa8f8266e57ea9bc *NAMESPACE
+c71c363cc85c386f6968130360c64d79 *R/GhostKnockoff.R
+ea0b3a8854a4c62d82dad90d9c1909ac *man/GhostKnockoff.GetCorStudy.Rd
+90f943fb4cd9702c16f8e189911af011 *man/GhostKnockoff.filter.Rd
+08a44cd8773fdf3d41efcd642e161d31 *man/GhostKnockoff.fit.Rd
+5bd99084962c226fdb73bff05cc69dbe *man/GhostKnockoff.prelim.Meta.Rd
+7bcf0abf0585b8943ed3325be26f00d9 *man/GhostKnockoff.prelim.Rd

NAMESPACE

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+#exportPattern("^[[:alpha:]]+")
+export(GhostKnockoff.prelim,GhostKnockoff.fit,GhostKnockoff.GetCorStudy,GhostKnockoff.prelim.Meta,GhostKnockoff.filter)
+import(Matrix, CVXR,Rdsdp, gtools, seqminer)
+importFrom("stats","rnorm", "sd", "var", "cutree", "hclust", "median", "as.dist", "cor")
+importFrom("utils", "write.table")
+importFrom("RSpectra", "eigs")
+importFrom("corpcor", "cor.shrink")