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A plug-in estimator of the non-iterative conditional expectation g-formula using long short-term memory models

arXiv:2610.27354v1 Announce Type: cross Abstract: The non-iterative conditional expectation (NICE) plug-in estimator of the g-formula can be used to estimate the causal effects of sustained treatment strategies, even in the presence of treatment-confounder feedback, under the assumptions of exchang…

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  1. 2026-10-21 04:00 · arXiv stat.ML
    A plug-in estimator of the non-iterative conditional expectation g-formula using long short-term memory models

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