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stat.ME 1

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2026 1

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Causal Inference for Functional Treatments with Stochastic Policies

stat.ME · 2026-06-25 · unverdicted · novelty 7.0

Develops stochastic policies and single-basis-function modification for causal inference on functional treatments, proves asymptotic normality and rate double robustness, and applies to NHANES physical activity and mortality data.

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  • Causal Inference for Functional Treatments with Stochastic Policies stat.ME · 2026-06-25 · unverdicted · none · ref 54

    Develops stochastic policies and single-basis-function modification for causal inference on functional treatments, proves asymptotic normality and rate double robustness, and applies to NHANES physical activity and mortality data.