101 citations · 108 across the 12 of their papers we have counts for
3 papers · 1 filter
Generalized Hierarchical Conformal Prediction
Soham Mallick, Eric Tchetgen Tchetgen, Edgar Dobriban +1
Many prediction problems arise with data collected in groups. In this setting, hierarchical conformal prediction (HCP) (Lee et al., 2026) provides distribution-free prediction sets…
Sharp Minimax Theory for Randomized Experiments
Timothy Sudijono, Edgar Dobriban, Eric Tchetgen Tchetgen
We study minimax-optimal designs and estimators for estimating the sample average treatment effect in finite population randomized experiments, where both design and estimator are…
Nonparametric Inference with an Instrumental Variable under a Separable Binary Treatment Choice Model
Chan Park, Eric Tchetgen Tchetgen
Instrumental variable (IV) methods are widely used to infer treatment effects in the presence of unmeasured confounding. In this paper, we study nonparametric inference with an IV…