Standard errors and confidence intervals for variable importance in random forest regression, classification, and survival
Author:
Affiliation:
1. Division of Biostatistics; Miller School of Medicine, University of Miami; Miami Florida USA
Funder
National Institutes of Health
Publisher
Wiley
Subject
Statistics and Probability,Epidemiology
Link
http://onlinelibrary.wiley.com/wol1/doi/10.1002/sim.7803/fullpdf
Reference36 articles.
1. Random forests;Breiman;Mach Learn,2001
2. Random survival forests;Ishwaran;Ann Appl Stat,2008
3. Random survival forests for competing risks;Ishwaran;Biostatistics,2014
4. Unbiased recursive partitioning: a conditional inference framework;Hothorn;J Comput Graph Stat,2006
5. Recursively imputed survival trees;Zhu;J Am Stat Assoc,2012
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