How to use Bayesian propensity scores and inverse probability weights
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This post combines two of my long-standing interests: causal inference and Bayesian statistics. I’ve been teaching a course on program evaluation and causal inference for a couple years now and it has become one of my favorite classes ever.
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https://api.rogue-scholar.org/posts/10.59350/nrwsd-3jz20.pdf
Reference5 articles.
1. Uncertainty in the design stage of two‐stage Bayesian propensity score analysis,2020
2. Discussion of “On Bayesian Estimation of Marginal Structural Models”,2015
3. Multiple Imputation for Nonresponse in Surveys,1987
4. On Bayesian Estimation of Marginal Structural Models,2015
5. The Central Role of Bayes’ Theorem for Joint Estimation of Causal Effects and Propensity Scores,2016
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