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Towards optimal doubly robust estimation of heterogeneous causal effects

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Transfer Learning for Meta-analysis Under Covariate Shift

stat.ML · 2026-04-03 · unverdicted · novelty 6.0

A placebo-anchored cross-fitted doubly robust estimator for heterogeneous treatment effects in meta-analysis under covariate shift that improves accuracy at small target sample sizes.

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  • Transfer Learning for Meta-analysis Under Covariate Shift stat.ML · 2026-04-03 · unverdicted · none · ref 21

    A placebo-anchored cross-fitted doubly robust estimator for heterogeneous treatment effects in meta-analysis under covariate shift that improves accuracy at small target sample sizes.