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Variable Selection with Knockoffs

By A Mystery Man Writer

An illustration of the StabKoff selection procedure

Variable selection with false discovery rate control in deep neural networks

Sensors, Free Full-Text

GhostKnockoff inference empowers identification of putative causal variants in genome-wide association studies

Conditional feature importance for mixed data

Model-X Knockoffs: Using Machine Learning for Controlled High-Dimensional Variable Selection - TIB AV-Portal

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

Emmanuel Candès: “The Knockoffs Framework: New Statistical Tools for Replicable Selections”

2022 – 2023 Acad. Year UCLA Statistics & Data Science