Nonparametric Jackknife Instrumental Variable Estimation and Confounding Robust Surrogate Indices

A Bibaut, N Kallus, A Lal - arXiv preprint arXiv:2406.14140, 2024 - arxiv.org
Jackknife instrumental variable estimation (JIVE) is a classic method to leverage many weak
instrumental variables (IVs) to estimate linear structural models, overcoming the bias of …

Using Surrogates in Covariate-adjusted Response-adaptive Randomization Experiments with Delayed Outcomes

L Shi, W Wei, J Wang - The Thirty-eighth Annual Conference on Neural … - openreview.net
Covariate-adjusted response-adaptive randomization (CARA) designs are gaining
increasing attention. These designs combine the advantages of randomized experiments …