Variable Selection with Knockoffs

Mathematics, Free Full-Text

Adjusting the Benjamini-Hochberg method for controlling the false discovery rate in knockoff assisted variable selection

Local false discovery rate estimation with competition‐based procedures for variable selection - Sun - 2024 - Statistics in Medicine - Wiley Online Library

Grace-AKO: a novel and stable knockoff filter for variable selection incorporating gene network structures, BMC Bioinformatics

PDF) Interpretable machine learning for genomics

Classification performance for different values of FDR with(top)

Identification of putative causal loci in whole-genome sequencing data via knockoff statistics

Stability of feature selection algorithm: A review - ScienceDirect

The Methodology of Knockoffs - Outline

PDF] Interpretable Classification of Bacterial Raman Spectra With Knockoff Wavelets

PDF] Knockoff-Guided Feature Selection via A Single Pre-trained Reinforced Agent

hypothesis-testing · GitHub Topics · GitHub

GitHub - biona001/Knockoffs.jl: Variable Selection with Knockoffs

An embedded gene selection method using knockoffs optimizing neural network, BMC Bioinformatics