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Variable Selection for Propensity Score Models Considering the Correlations between Covariates |
J Health Info Stat. 2015;40(1):75-87. |
Which covariates should be controlled in propensity score matching? Evidence from a simulation study The role of thec-statistic in variable selection for propensity score models Variable selection for propensity score models when estimating treatment effects on multiple outcomes: a simulation study Variable selection in generalized functional linear models Propensity Score Matching with Time-Dependent Covariates Propensity Score Analysis With Fallible Covariates Combining Propensity Score Matching with Additional Adjustments for Prognostic Covariates Penalized Estimation Based Variable Selection for Semiparametric Regression Models with Endogenous Covariates Balance diagnostics for comparing the distribution of baseline covariates between treatment groups in propensity-score matched samples Comparing propensity score, propensity score with covariates and genetic algorithm methods for covariate matching in observational studies |
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