arXiv preprint arXiv:2203.13887 , year=

Automatic debiased machine learning for dynamic treatment effects, general nested functionals , author= · arXiv 2203.13887

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stat.ME · 2026-06-27 · unverdicted · novelty 7.0

In recursive causal estimation, OLS-based plug-in, balancing, and doubly robust estimators coincide exactly in finite samples.

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Generated outcomes as generated regressors: Equivalences in recursive causal estimation stat.ME · 2026-06-27 · unverdicted · none · ref 9
In recursive causal estimation, OLS-based plug-in, balancing, and doubly robust estimators coincide exactly in finite samples.