Combining Multiple Observational Data Sources to Estimate Causal Effects
Author:
Affiliation:
1. Department of Statistics, North Carolina State University, Raleigh, NC;
2. Department of Statistics, University of California, Berkeley, CA
Funder
National Science Foundation
National Cancer Institute
Directorate for Mathematical and Physical Sciences
Division of Mathematical Sciences
Publisher
Informa UK Limited
Subject
Statistics, Probability and Uncertainty,Statistics and Probability
Link
https://www.tandfonline.com/doi/pdf/10.1080/01621459.2019.1609973
Reference76 articles.
1. Large Sample Properties of Matching Estimators for Average Treatment Effects
2. On the Failure of the Bootstrap for Matching Estimators
3. Matching on the Estimated Propensity Score
4. Identification of Causal Effects Using Instrumental Variables
5. Guided Bayesian imputation to adjust for confounding when combining heterogeneous data sources in comparative effectiveness research
Cited by 27 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. Integrating Mendelian randomization with causal mediation analyses for characterizing direct and indirect exposure-to-outcome effects;The Annals of Applied Statistics;2024-09-01
2. Improving estimation efficiency of case-cohort studies with interval-censored failure time data;Statistical Methods in Medical Research;2024-08-06
3. Overcoming Data Gaps in Life Course Epidemiology by Matching Across Cohorts;Epidemiology;2024-07-05
4. Inference on regression model with misclassified binary response;Journal of Statistical Planning and Inference;2024-07
5. CureAuxSP: An R package for estimating mixture cure models with auxiliary survival probabilities;Computer Methods and Programs in Biomedicine;2024-06
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