Variable Selection with Knockoffs

Panning for Gold: Model-X Knockoffs for High-dimensional Controlled Variable Selection

KnockoffZoom workflow. The novelty consists of an HMM for the

Novel discovery for cardiovascular disease on the UK Biobank data.

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PDF] Variable Selection via Penalized Neural Network : a Drop-Out-One Loss Approach

Knockoffs - Tutorial (Original Paper, Fixed X)

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

Texture features and morphological features used in the experiments

The Dionne Group Stanford University

PDF] An Automatic Relevance Determination Prior Bayesian Neural Network for Controlled Variable Selection

2022 – 2023 Acad. Year UCLA Statistics & Data Science