Generalized random forests (S. Athey, J. Tibshirani, S. Wager. Generalized random forests. Annals of Statistics, 47, no. 2, 1148--1178) 说明 原文31页太长了,里面还有很多公式推导。这里只是补充一下,在大家看GRF的论文原文前,整理GRF的构建过程和基本思想,方便理解。按照论文顺序进行解读的文章, @...
Susan Athey, Julie Tibshirani and Stefan Wager. Generalized Random Forests, Annals of Statistics 47.2 (2019): 1148-1178. [arxiv]About Generalized Random Forests grf-labs.github.io/grf/ Resources Readme License GPL-3.0 license Activity Stars 0 stars Watchers 0 watching Forks 0 forks ...
Wager. Generalized random forests. The Annals of Statistics, 47(2): 1148-1178, 2019.Susan Athey, Julie Tibshirani, Stefan Wager, et al. Generalized random forests. The Annals of Statistics, 47(2):1148-1178, 2019.Athey, Susan, Julie Tibshirani, and Stefan Wager. 2019. "Generalized Random ...
The Annals of Statistics, 10(1), 65–80. MathSciNet MATH Google Scholar Morris, C. N., & Lock, K. F. (2009). Unifying the named natural exponential families and their relatives. The American Statistician, 63, 247–253. MathSciNet Google Scholar Nelder, J. A., & Wedderburn, R...