Model-Assisted Uniformly Honest Inference for Optimal Treatment Regimes in High Dimension-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

Model-Assisted Uniformly Honest Inference for Optimal Treatment Regimes in High Dimension

Published:2021-05-18 Issue: Volume: Page:1-30
ISSN:0162-1459
Container-title:Journal of the American Statistical Association
language:en
Short-container-title:Journal of the American Statistical Association

Author:

Wu Yunan¹,Wang Lan²,Fu Haoda³

Affiliation:

1. Yale University, Department of Biostatistics, New Haven, 06520 United States;

2. University of Miami, Department of Management Science, Coral Gables, 33124 United States;

3. Eli Lilly and Company, Biometrics and Advanced Analytics, Indianapolis, United States

Publisher

Informa UK Limited

Subject

Statistics, Probability and Uncertainty,Statistics and Probability

Link

https://www.tandfonline.com/doi/pdf/10.1080/01621459.2021.1929246

Reference63 articles.

1. A. Agarwal, S. Negahban, and M. J. Wainwright. Fast global convergence of gradient methods for high-dimensional statistical recovery. The Annals of Statistics, 40(5):2452–2482, 2012.

2. A. Belloni, V. Chernozhukov, and K. Kato. Uniform post-selection inference for least absolute deviation regression and other z-estimation problems. Biometrika, 102(1):77–94, 2015.

3. T. T. Cai, Z. Guo, et al. Confidence intervals for high-dimensional linear regression: Minimax rates and adaptivity. The Annals of Statistics, 45(2):615–646, 2017.

4. R. J. Carroll, J. Fan, I. Gijbels, and M. P. Wand. Generalized partially linear single-index models. Journal of the American Statistical Association, 92(438):477–489, 1997.

5. B. Chakraborty and E. E. Moodie. Statistical Methods for Dynamic Treatment Regimes: Reinforcement Learning, Causal Inference, and Personalized Medicine. Springer Science & Business Media, 2013.

同舟云学术

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