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stat.ME2022
Exact Selective Inference with Randomization
Snigdha Panigrahi, Kevin Fry, Jonathan Taylor
We introduce a pivot for exact selective inference with randomization. Not only does our pivot lead to exact inference in Gaussian regression models, but it is also available in cl…
stat.ME2022
Black-box Selective Inference via Bootstrapping
Sifan Liu, Jelena Markovic-Voronov, Jonathan Taylor
Conditional selective inference requires an exact characterization of the selection event, which is often unavailable except for a few examples like the lasso. This work addresses…