Variable Selection with Knockoffs

The Methodology of Knockoffs - Outline

Causal inference using deep-learning variable selection identifies and incorporates direct and indirect causalities in complex biological systems

Cancers, Free Full-Text

Output-Related and -Unrelated Fault Monitoring with an Improvement Prototype Knockoff Filter and Feature Selection Based on Laplacian Eigen Maps and Sparse Regression

Interpretable Classification of Bacterial Raman Spectra with Knockoff Wavelets

The Dionne Group Stanford University

Knockoffs - Tutorial (Original Paper, Fixed X)

PDF] Variable selection with the knockoffs: Composite null hypotheses

MATLAB Tutorial for Knockoffs - 2

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