A regression tree approach to identifying subgroups with differential treatment effects
Author:
Affiliation:
1. Department of Statistics; University of Wisconsin; Madison WI 53706 U.S.A.
2. Academy of Mathematics and Systems Science; Chinese Academy of Sciences; Beijing China
3. Eli Lilly and Company; Indianapolis IN 46285 U.S.A.
Funder
National Science Foundation
Army Research Office
National Institutes of Health
Eli Lilly and Company
Publisher
Wiley
Subject
Statistics and Probability,Epidemiology
Link
http://onlinelibrary.wiley.com/wol1/doi/10.1002/sim.6454/fullpdf
Reference41 articles.
1. Tree-structured prediction for censored survival data and the Cox model;Ciampi;Journal of Clinical Epidemiology,1995
2. Subgroup identification from randomized clinical trial data;Foster;Statistics in Medicine,2011
3. Subgroup identification based on differential effect search - a recursive partitioning method for establishing response to treatment in patient subpopulations;Lipkovich;Statistics in Medicine,2011
4. Randomized and non-randomized patients in clinical trials: experiences with comprehensive cohort studies;Schmoor;Statistics in Medicine,1996
5. Peters A Hothorn T Improved predictors 2012
Cited by 133 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. Modern approaches for evaluating treatment effect heterogeneity from clinical trials and observational data;Statistics in Medicine;2024-07-25
2. Investigating Stability in Subgroup Identification for Stratified Medicine;Pharmaceutical Statistics;2024-06-25
3. On quantifying heterogeneous treatment effects with regression‐based individualized treatment rules: Loss function families and bounds on estimation error;Stat;2024-05-07
4. Impact of the PATH Statement on Analysis and Reporting of Heterogeneity of Treatment Effect in Clinical Trials: A Scoping Review;2024-05-06
5. Finding the best subgroup with differential treatment effect with multiple outcomes;Statistics in Medicine;2024-04-15
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