[KongchangAI]
Unverified50% confidenceFactExact time

The knockoff method constructs a counterfeit variable for each original variable and requires the two to satisfy exchange symmetry in the joint distribution, thereby using the difference in statistics between original variables and knockoffs to control the FDR; column-permutation equivariance is a key prerequisite for constructing valid knockoff statistics.

1
Sources
50%
Confidence
Long-term
Relevance
10/16/2026
First Seen

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