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2026 1

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Measurement Induced Confounding

stat.ME · 2026-06-27 · unverdicted · novelty 4.0

Measurement error in latent confounders produces biased ATE estimates and miscalibrated intervals under conventional adjustment; a Bayesian joint model of measurement, treatment, and outcome is proposed to correct it.

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  • Measurement Induced Confounding stat.ME · 2026-06-27 · unverdicted · none · ref 38

    Measurement error in latent confounders produces biased ATE estimates and miscalibrated intervals under conventional adjustment; a Bayesian joint model of measurement, treatment, and outcome is proposed to correct it.