Dynamic risk prediction triggered by intermediate events using survival tree ensembles-Reference-Cited by-同舟云学术

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Dynamic risk prediction triggered by intermediate events using survival tree ensembles

Published:2023-06-01 Issue:2 Volume:17 Page:
ISSN:1932-6157
Container-title:The Annals of Applied Statistics
language:
Short-container-title:Ann. Appl. Stat.

Author:

Sun Yifei¹,Chiou Sy Han²,Wu Colin O.³,McGarry Meghan E.⁴,Huang Chiung-Yu⁵

Affiliation:

1. Department of Biostatistics, Columbia University

2. Department of Mathematical Sciences, University of Texas at Dallas

3. National Heart, Lung, and Blood Institute, National Institutes of Health

4. Department of Pediatrics, University of California San Francisco

5. Department of Epidemiology and Biostatistics, University of California San Francisco

Publisher

Institute of Mathematical Statistics

Subject

Statistics, Probability and Uncertainty,Modeling and Simulation,Statistics and Probability

Reference50 articles.

1. Breiman, L. (1996). Bagging predictors. Mach. Learn. 24 123–140.

2. Breiman, L. (2001). Random forests. Mach. Learn. 45 5–32.

3. MCINTOSH, M. W. and PEPE, M. S. (2002). Combining several screening tests: Optimality of the risk score. Biometrics 58 657–664.

4. ISHWARAN, H., KOGALUR, U. B., BLACKSTONE, E. H. and LAUER, M. S. (2008). Random survival forests. Ann. Appl. Stat. 2 841–860.

5. LIN, Y. and JEON, Y. (2006). Random forests and adaptive nearest neighbors. J. Amer. Statist. Assoc. 101 578–590.

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