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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

T. Tan

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Preprint Sep 2026

Grouped Semi-Supervised Estimation of Two-Sample Functionals via Single-Index Conditional Imputation

Estimating two-sample comparison functionals within heterogeneous groups is challenging when outcomes are observed only for a small labelled subset while covariates are widely available. We develop semi-supervised estimation of group-specific two-sample comparison functionals and their prespecified aggregates. The prop...

Heng Xu, T. Tan · 0 citations

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