Package: GhostKnockoff 0.1.0

Zihuai He

GhostKnockoff: The Knockoff Inference Using Summary Statistics

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.

Authors:Zihuai He <[email protected]>

GhostKnockoff_0.1.0.tar.gz
GhostKnockoff_0.1.0.tar.gz(r-4.5-noble)GhostKnockoff_0.1.0.tar.gz(r-4.4-noble)
GhostKnockoff_0.1.0.tgz(r-4.4-emscripten)GhostKnockoff_0.1.0.tgz(r-4.3-emscripten)
GhostKnockoff.pdf |GhostKnockoff.html✨
GhostKnockoff/json (API)

Peer review:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

5 exports 1 stars 0.00 score 19 dependencies 6 scripts 228 downloads

Last updated 3 years agofrom:dfb8f695a4. Checks:OK: 2. Indexed: yes.

Exports:GhostKnockoff.filterGhostKnockoff.fitGhostKnockoff.GetCorStudyGhostKnockoff.prelimGhostKnockoff.prelim.Meta

Dependencies:bitbit64clarabelcorpcorCVXRECOSolveRgmpgtoolslatticeMatrixosqpR6RcppRcppEigenRdsdpRmpfrRSpectrascsseqminer