cs.LG, econ.EM, stat.AP, stat.ME, stat.ML

Conformal Prediction for Nonparametric Instrumental Regression

arXiv:2603.25509v1 Announce Type: cross
Abstract: We propose a method for constructing distribution-free prediction intervals in nonparametric instrumental variable regression (NPIV), with finite-sample coverage guarantees. Building on the conditional…