Confounder-robust causal discovery and inference in Perturb-seq using proxy and instrumental variables

Robust Bias Calibration for Causal Inference of Observational Data

Correcting Nonignorable Nonresponse Bias in Turnout Estimation Using Callback Data

Identification and Robust Inference for Multiple Treatments with Possibly Invalid Instruments

Active Hypothesis Testing under Computational Budgets

Power Enhancement for Test of Multivariate Independence

Model-X Knockoff Framework for Genome-Wide Survival Association Analysis

Is the F-test doubly robust?

LLM-Powered Deep Panel Modeling

Statistical Inference for Conditional Group Distributionally Robust Optimization with Cross-Entropy Loss

Variational Bayes for high-dimensional structured mixture model‌

Shape-Adaptive Conformal Prediction with Conditional Validity via Minimax Optimization