Assessment of heterogeneous treatment effect estimation accuracy via matching
Author:
Affiliation:
1. Department of Statistics Stanford University Stanford California USA
2. Department of Biomedical Data Science Stanford University Stanford California USA
Funder
Center for Information Technology
National Science Foundation
Publisher
Wiley
Subject
Statistics and Probability,Epidemiology
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1002/sim.9010
Reference38 articles.
1. Estimating causal effects of treatments in randomized and nonrandomized studies.
2. On the Application of Probability Theory to Agricultural Experiments. Essay on Principles. Section 9
3. Comparing high-dimensional confounder control methods for rapid cohort studies from electronic health records
4. Personalized Medicine: Elusive Dream or Imminent Reality?
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. Validation of predicted individual treatment effects in out of sample respondents;Statistics in Medicine;2024-07-29
2. Meta-learning for heterogeneous treatment effect estimation with closed-form solvers;Machine Learning;2024-05-29
3. A community challenge to predict clinical outcomes after immune checkpoint blockade in non-small cell lung cancer;Journal of Translational Medicine;2024-02-21
4. Matching on propensity and prognostic scores can lead to different estimates of heterogeneous treatment effects: a case study and simulation;Health Services and Outcomes Research Methodology;2023-09-04
5. Optimal matching for heterogeneous treatment effect estimation;JUSTC;2023
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