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  • Search: subject:"Inverse Probability of Treatment causal inference"
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Causal inference 1 Inverse Probability of Treatment Weighted Estimator (IPTW) 1 Inverse Probability of Treatment causal inference 1 Marginal Structural Models (MSMs) 1 body composition 1 functional limitation 1 longitudinal study 1 physical activity 1
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Haight, Thaddeus 1 Laan, Mark van der 1 Neugebauer, Romain 1 Tager, Ira 1
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Berkeley Electronic Press 1
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U.C. Berkeley Division of Biostatistics Working Paper Series 1
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RePEc 1
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Comparison of the Inverse Probability of Treatment Weighted (IPTW) Estimator With a Naïve Estimator in the Analysis of Longitudinal Data With Time-Dependent Confounding: A Simulation Study
Haight, Thaddeus; Neugebauer, Romain; Tager, Ira; Laan, … - Berkeley Electronic Press - 2004
A simulation study was conducted to compare estimates from a naïve estimator, using standard conditional regression, and an IPTW (Inverse Probability of Treatment Weighted) estimator, to true causal parameters for a given MSM (Marginal Structural Model). The study was extracted from a larger...
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