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stat.ME2020
A (tight) upper bound for the length of confidence intervals with conditional coverage
Danijel Kivaranovic, Hannes Leeb
We show that two popular selective inference procedures, namely data carving (Fithian et al., 2017) and selection with a randomized response (Tian et al., 2018b), when combined wit…
stat.ME2020★ 6 cited
Conformal prediction intervals for the individual treatment effect
Danijel Kivaranovic, Robin Ristl, Martin Posch +1
We propose several prediction intervals procedures for the individual treatment effect with either finite-sample or asymptotic coverage guarantee in a non-parametric regression set…