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Mitigating Selection Bias: A Bayesian Approach to Two-stage Causal Modeling With Instrumental Variables for Nonnormal Missing Data
Sociological Methods & Research ( IF 4.677 ) Pub Date : 2020-05-20 , DOI: 10.1177/0049124120914920
Dingjing Shi 1, 2 , Xin Tong 2
Affiliation  

This study proposes a two-stage causal modeling with instrumental variables to mitigate selection bias, provide correct standard error estimates, and address nonnormal and missing data issues simul...

中文翻译:

减轻选择偏差:使用工具变量对非正态缺失数据进行两阶段因果建模的贝叶斯方法

本研究提出了一个带有工具变量的两阶段因果模型,以减轻选择偏差,提供正确的标准误差估计,并解决非正态和缺失数据问题,模拟...
更新日期:2020-05-20
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