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Showing 1 to 2 of 2 for “"Covariate balancing"”.
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Advances in Bayesian Hierarchical Modeling with Tree-based Methods
… counts with a complex, domain-specific covariate structure and exhibits large cross-sample variations. These features limit the performance of generic statistical tools and require special modeling considerations. Both methods inherit the flexibility and computation efficiency from the …
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Toward Nonparametric Propensity Score Estimation With Guaranteed Covariate Balance
… studies, which leads to imbalance in covariate distributions </em><em>between treatments and biased treatment effect inference. The propensity score </em><em>(PS) has been widely used to adjust this covariate imbalance in observational data. However, </em><em>the propensity score …