The paper proves that Gaussian knockoffs based on first-two-moment matching achieve asymptotic FDR control for two-moment-based knockoff statistics, under strong signal and distributional conditions.
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Asymptotic FDR Control with Model-X Knockoffs: Is Moments Matching Sufficient?
The paper proves that Gaussian knockoffs based on first-two-moment matching achieve asymptotic FDR control for two-moment-based knockoff statistics, under strong signal and distributional conditions.