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.
- Version0.1.0
- R version≥ 3.5.0
- LicenseGPL-3
- Needs compilation?No
- Last release11/23/2021
Team
Zihuai He
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- Depends5 packages
- Imports2 packages