Propensity score methods for merging observational and experimental datasets
Author:
Affiliation:
1. Data Science Initiative Harvard University Cambridge Massachusetts USA
2. Department of Statistics Stanford University Stanford California USA
3. Department of Epidemiology and Environmental Health University at Buffalo Buffalo New York USA
Funder
American Society for Engineering Education
Division of Mathematical Sciences
Google
National Science Foundation of Sri Lanka
Publisher
Wiley
Subject
Statistics and Probability,Epidemiology
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1002/sim.9223
Reference27 articles.
1. Combining observational and experimental data to find heterogeneous treatment effects;Peysakhovich A;arXiv preprint,2016
2. On the Pooling of Time Series and Cross Section Data
3. A James-Stein Type Estimator for Combining Unbiased and Possibly Biased Estimators
4. Causal Inference for Statistics, Social, and Biomedical Sciences
Cited by 6 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. Treatment effect estimation using the propensity score in clinical trials with historical control;BMC Medical Research Methodology;2024-02-22
2. Methods for Integrating Trials and Non-experimental Data to Examine Treatment Effect Heterogeneity;Statistical Science;2023-11-01
3. Combining Observational and Experimental Datasets Using Shrinkage Estimators;Biometrics;2023-01-11
4. Precise unbiased estimation in randomized experiments using auxiliary observational data;Journal of Causal Inference;2023-01-01
5. Designing experiments toward shrinkage estimation;Electronic Journal of Statistics;2023-01-01
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