Incorporating propensity scores for evidence synthesis under bayesian framework: review and recommendations for clinical studies

Author:

Lin Junjing1ORCID,Lin Jianchang1ORCID

Affiliation:

1. Statistical and Quantitative Sciences, Takeda Pharmaceutical Co Ltd, Cambridge, United States

Publisher

Informa UK Limited

Subject

Pharmacology (medical),Pharmacology,Statistics and Probability

Reference81 articles.

1. 4. Bayesian Propensity Score Estimators: Incorporating Uncertainties in Propensity Scores into Causal Inference

2. An, W., H. Xu, Z. Zheng and Indiana University Bloomington, et al. 2013. “IUPS: incorporating uncertainties in propensity scores”. R package version 1.0. https://CRAN.R-project.org/package=IUPS

3. Balance diagnostics for comparing the distribution of baseline covariates between treatment groups in propensity-score matched samples

4. The BaSiS Group. “Bayesian standards in science (BaSiS)” [internet]. Draft. Available at: Sept. 13, 2001. http://lib.stat.cmu.edu/bayesworkshop/2001/BaSis.html

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