On the asymptotics of random forests
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DOI: 10.1016/j.jmva.2015.06.009
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References listed on IDEAS
- Ishwaran, Hemant & Kogalur, Udaya B., 2010. "Consistency of random survival forests," Statistics & Probability Letters, Elsevier, vol. 80(13-14), pages 1056-1064, July.
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- Ning Guo & Li Xu & Wei Gao & Hongwei Xia & Min Xie & Xiaohan Ren, 2024. "Progress in the Application of Laser-Induced Breakdown Spectroscopy in Coal Quality Analysis," Energies, MDPI, vol. 17(14), pages 1-36, July.
- Emilio Carrizosa & Cristina Molero-Río & Dolores Romero Morales, 2021. "Mathematical optimization in classification and regression trees," TOP: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 29(1), pages 5-33, April.
- Ramosaj, Burim & Pauly, Markus, 2019. "Consistent estimation of residual variance with random forest Out-Of-Bag errors," Statistics & Probability Letters, Elsevier, vol. 151(C), pages 49-57.
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Keywords
Random forests; Randomization; Consistency; Central limit theorem; Empirical process; Number of trees; q-quantile;All these keywords.
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