From the 1 of 21 linked papers with an AI index.
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stat.ME2026
GAAVI: Global Asymptotic Anytime Valid Inference for the Conditional Mean Function
Brian M Cho, Raaz Dwivedi, Nathan Kallus
Inference on the conditional mean function (CMF) is central to tasks from adaptive experimentation to optimal treatment assignment and algorithmic fairness auditing. In this work,…
stat.ME2026
Counterfactual Forecasting for Panel Data
Navonil Deb, Raaz Dwivedi, Sumanta Basu
We address the challenge of forecasting counterfactual outcomes in a panel data with missing entries and temporally dependent latent factors -- a common scenario in causal inferenc…