Improving propensity score weighting using machine learning
Author:
Funder
National Institute of Mental Health
Publisher
Wiley
Subject
Statistics and Probability,Epidemiology
Link
http://onlinelibrary.wiley.com/wol1/doi/10.1002/sim.3782/fullpdf
Reference37 articles.
1. The central role of the propensity score in observational studies for causal effects;Rosenbaum;Biometrika,1983
2. Propensity score methods for bias reduction in the comparison of a treatment to a non-randomized control group;D'Agostino;Statistics in Medicine,1998
3. Estimation of causal effects using propensity score weighting: an application to data on right heart catheterization;Hirano;Health Services and Outcomes Research Methodology,2001
4. Demystifying double robustness: a comparison of alternative strategies for estimating a population mean from incomplete data;Kang;Statistical Science,2007
5. Comment: demystifying double robustness: a comparison of alternative strategies for estimating a population mean from incomplete data;Ridgeway;Statistical Science,2007
Cited by 608 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Average treatment effect on the treated, under lack of positivity;Statistical Methods in Medical Research;2024-09-09
2. Economic AI on the move: the relationship between sugar-sweetened beverages consumption and weight gain in Kyrgyzstan;Journal of Applied Economics;2024-09-06
3. Cognitive workload classification of law enforcement officers using physiological responses;Applied Ergonomics;2024-09
4. Early childcare and developmental delay risk at 3.5 years: Insights from the French ELFE cohort;European Journal of Pediatrics;2024-08-31
5. Propensity scores used as overlap weights provide exact covariate balance;European Journal of Cardio-Thoracic Surgery;2024-08-24
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3