Propensity score specification for optimal estimation of average treatment effect with binary response

Propensity score methods are commonly used in statistical analyses of observational data to reduce the impact of confounding bias in estimations of average treatment effect. While the propensity score is defined as the conditional probability of a subject being in the treatment group given that subj...

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Veröffentlicht in:	Statistical methods in medical research 2020-12, Vol.29 (12), p.3623-3640
Hauptverfasser:	Craycroft, John A, Huang, Jiapeng, Kong, Maiying
Format:	Artikel
Sprache:	eng
Schlagworte:	Averages Bias Cardiac surgery Coagulation Conditional probability Medical records Propensity Regression analysis Simulation Specification Statistical analysis Surgeons Surgery
Online-Zugang:	Volltext
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