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Author

Jack Freestone

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Preprint Aug 2026

Response-guided knockoffs for directional FDR control in linear models

We consider the problem of feature selection in linear models with finite-sample control of the false discovery rate (FDR). While existing knockoff-based methods control the directional FDR, which penalises incorrect sign estimates, they do not target discoveries in a pre-specified direction, and their knockoff constru...

Jack Freestone, Garth Tarr, Samuel Muller et al. · 0 citations
Open access Jul 2026

Risk-Limiting Audits for Parliamentary Majorities

Existing methods for risk-limiting audits typically focus on certifying individual contests. In parliamentary elections, however, the politically relevant outcome is often whether a party has won enough seats to form government, not whether every reported seat outcome is correct. Extending on the work of Mohanty et al....

Jack Freestone, D. Leung, Damjan Vukcevic · 0 citations

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