Inference for Treatment-Specific Survival Curves Using Machine Learning-Reference-Cited by-同舟云学术

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Inference for Treatment-Specific Survival Curves Using Machine Learning

Published:2023-06-05 Issue: Volume: Page:1-13
ISSN:0162-1459
Container-title:Journal of the American Statistical Association
language:en
Short-container-title:Journal of the American Statistical Association

Author:

Westling Ted¹^ORCID,Luedtke Alex²³⁴,Gilbert Peter B.³⁴,Carone Marco²³⁴

Affiliation:

1. Department of Mathematics and Statistics, University of Massachusetts Amherst, Amherst, MA

2. Department of Statistics, University of Washington, Seattle, WA

3. Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA

4. Department of Biostatistics, University of Washington, Seattle, WA

Funder

NSF

NIH

NHLBI

National Heart, Lung, and Blood Institute

National Institutes of Health

National Science Foundation

Publisher

Informa UK Limited

Subject

Statistics, Probability and Uncertainty,Statistics and Probability

Link

https://www.tandfonline.com/doi/pdf/10.1080/01621459.2023.2205060

Reference57 articles.

1. Approximate Confidence Intervals for Probabilities of Survival and Quantiles in Life-Table Analysis

2. Doubly-Robust Estimators of Treatment-Specific Survival Distributions in Observational Studies with Stratified Sampling

3. On Adaptive Estimation

4. Stacked regressions

Cited by 1 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. A Framework for Leveraging Machine Learning Tools to Estimate Personalized Survival Curves;Journal of Computational and Graphical Statistics;2024-02-13

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