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High-dimensional propensity score and its machine learning extensions in residual confounding control
The American Statistician ( IF 1.8 ) Pub Date : 2024-06-17 , DOI: 10.1080/00031305.2024.2368794
Mohammad Ehsanul Karim 1, 2
Affiliation  

“The use of health care claims datasets often encounters criticism due to the pervasive issues of omitted variables and inaccuracies or mis-measurements in available confounders. Ultimately, the tr...

中文翻译:


高维倾向评分及其在残差混杂控制中的机器学习扩展



“由于普遍存在遗漏变量以及现有混杂因素的不准确或错误测量等问题,医疗保健索赔数据集的使用经常会受到批评。最终,三...
更新日期:2024-06-21
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