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Addressing substantial covariate imbalance with propensity score stratification and balancing weights: connections and recommendations

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Objectives: Propensity score (PS) weighting methods are commonly used to adjust for confounding in observational treatment comparisons. However, in the setting of substantial covariate imbalance, PS values may approach 0 and 1, y... ...