On variance estimation of random forests with Infinite-order U-statistics
Author:
Affiliation:
1. Department of Statistics, University of Illinois Urbana-Champaign
Publisher
Institute of Mathematical Statistics
Reference35 articles.
1. Athey, S., Tibshirani, J. and Wager, S. (2019). Generalized random forests. The Annals of Statistics 47 1148–1178.
2. Hoeffding, W. (1948). A Class of Statistics with Asymptotically Normal Distribution. Ann. Math. Statist. 19 293–325.
3. HORVITZ, D. G. and THOMPSON, D. J. (1952). A generalization of sampling without replacement from a finite universe. Journal of the American Statistical Association 47 663–685.
4. Breiman, L. (2001). Random forests. Machine learning 45 5–32.
5. BIAU, G. (2012). Analysis of a Random Forests Model. The Journal of Machine Learning Research 13 1063–1095.
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