Determination of the optimal number of strata for propensity score subclassification

DOI10.1016/J.SPL.2020.108951zbMath1456.62020OpenAlexW3087968328MaRDI QIDQ826695

Etsuo Hamada, Shunichiro Orihara

Publication date: 6 January 2021

Published in: Statistics \& Probability Letters (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.spl.2020.108951

zbMATH Keywords

causal inferencepropensity scoreoptimal subclassificationsubclassification estimator

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Sampling theory, sample surveys (62D05) Causal inference from observational studies (62D20)

Cites Work

• Demystifying double robustness: a comparison of alternative strategies for estimating a population mean from incomplete data
• Note on Grouping
• The central role of the propensity score in observational studies for causal effects
• Causal Inference for Statistics, Social, and Biomedical Sciences
• A $C_p$ criterion for semiparametric causal inference
• Propensity score modeling strategies for the causal analysis of observational data
• Covariate Balancing Propensity Score

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