The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.
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.
| Version: | 0.1.0 |
| Depends: | R (≥ 3.5.0), Matrix, CVXR, Rdsdp, gtools, seqminer |
| Imports: | RSpectra, corpcor |
| Published: | 2021-11-23 |
| DOI: | 10.32614/CRAN.package.GhostKnockoff |
| Author: | Zihuai He |
| Maintainer: | Zihuai He <zihuai at stanford.edu> |
| License: | GPL-3 |
| NeedsCompilation: | no |
| CRAN checks: | GhostKnockoff results |
| Reference manual: | GhostKnockoff.pdf |
| Package source: | GhostKnockoff_0.1.0.tar.gz |
| Windows binaries: | r-devel: GhostKnockoff_0.1.0.zip, r-release: GhostKnockoff_0.1.0.zip, r-oldrel: GhostKnockoff_0.1.0.zip |
| macOS binaries: | r-release (arm64): GhostKnockoff_0.1.0.tgz, r-oldrel (arm64): GhostKnockoff_0.1.0.tgz, r-release (x86_64): GhostKnockoff_0.1.0.tgz, r-oldrel (x86_64): GhostKnockoff_0.1.0.tgz |
Please use the canonical form https://CRAN.R-project.org/package=GhostKnockoff to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.