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@Manual{, title = {Fast Unified Random Forests for Survival, Regression, and Classification (RF-SRC)}, author = {H. Ishwaran and U.B. Kogalur}, publisher = {manual}, year = {2023}, note = {R package version 3.2.0}, url = {https://cran.r-project.org/package=randomForestSRC}, pdf = {https://cran.r-project.org/web/packages/randomForestSRC/randomForestSRC.pdf}, }
Ishwaran H. and Kogalur U.B. (2007). Random survival forests for R. R News 7(2), 25--31.
@Article{, title = {Random survival forests for R}, author = {H. Ishwaran and U.B. Kogalur}, journal = {R News}, year = {2007}, volume = {7}, number = {2}, pages = {25--31}, month = {October}, url = {https://CRAN.R-project.org/doc/Rnews/}, pdf = {https://CRAN.R-project.org/doc/Rnews/Rnews_2007-2.pdf}, }
Ishwaran H., Kogalur U.B., Blackstone E.H. and Lauer M.S. (2008). Random survival forests. Ann. Appl. Statist. 2(3), 841--860.
@Article{, title = {Random survival forests}, author = {H. Ishwaran and U.B. Kogalur and E.H. Blackstone and M.S. Lauer}, journal = {Ann. Appl. Statist.}, year = {2008}, volume = {2}, number = {3}, pages = {841--860}, url = {https://arXiv.org/abs/0811.1645v1}, pdf = {http://arxiv.org/pdf/0811.1645}, }
H. Ishwaran, M. Lu, and U. B. Kogalur. 2021. “randomForestSRC: getting started with randomForestSRC vignette.” https://luminwin.github.io/randomForestSRC/articles/getstarted.html.
@Misc{, author = {Hemant Ishwaran and Min Lu and Udaya B. Kogalur}, title = {{randomForestSRC}: getting started with {randomForestSRC} vignette}, year = {2021}, url = {https://luminwin.github.io/randomForestSRC/articles/getstarted.html}, }
H. Ishwaran, M. Lu, and U. B. Kogalur. 2021. “randomForestSRC: installing randomForestSRC vignette.” https://luminwin.github.io/randomForestSRC/articles/installation.html.
@Misc{, author = {Hemant Ishwaran and Min Lu and Udaya B. Kogalur}, title = {{randomForestSRC}: installing {randomForestSRC} vignette}, year = {2021}, url = {https://luminwin.github.io/randomForestSRC/articles/installation.html}, }
H. Ishwaran, M. Lu, and U. B. Kogalur. 2021. “randomForestSRC: parallel processing vignette.” https://luminwin.github.io/randomForestSRC/articles/parallel.html.
@Misc{, author = {Hemant Ishwaran and Min Lu and Udaya B. Kogalur}, title = {{randomForestSRC}: parallel processing vignette}, year = {2021}, url = {https://luminwin.github.io/randomForestSRC/articles/parallel.html}, }
H. Ishwaran, M. Lu, and U. B. Kogalur. 2021. “randomForestSRC: hybrid parallel processing vignette.” https://luminwin.github.io/randomForestSRC/articles/hybrid.html.
@Misc{, author = {Hemant Ishwaran and Min Lu and Udaya B. Kogalur}, title = {{randomForestSRC}: hybrid parallel processing vignette}, year = {2021}, url = {https://luminwin.github.io/randomForestSRC/articles/hybrid.html}, }
H. Ishwaran, M. Lu, and U. B. Kogalur. 2021. “randomForestSRC: randomForestSRC algorithm vignette.” https://luminwin.github.io/randomForestSRC/articles/algorithm.html.
@Misc{, author = {Hemant Ishwaran and Min Lu and Udaya B. Kogalur}, title = {{randomForestSRC}: {randomForestSRC} algorithm vignette}, year = {2021}, url = {https://luminwin.github.io/randomForestSRC/articles/algorithm.html}, }
H. Ishwaran, M. Lu, and U. B. Kogalur. 2021. “randomForestSRC: speedup random forest analyses vignette.” https://luminwin.github.io/randomForestSRC/articles/speedup.html.
@Misc{, author = {Hemant Ishwaran and Min Lu and Udaya B. Kogalur}, title = {{randomForestSRC}: speedup random forest analyses vignette}, year = {2021}, url = {https://luminwin.github.io/randomForestSRC/articles/speedup.html}, }
H. Ishwaran, M. S. Lauer, E. H. Blackstone, M. Lu, and U. B. Kogalur. 2021. “randomForestSRC: random survival forests vignette.” https://luminwin.github.io/randomForestSRC/articles/survival.html.
@Misc{, author = {Hemant Ishwaran and Michael S. Lauer and Eugene H. Blackstone and Min Lu and Udaya B. Kogalur}, title = {{randomForestSRC}: random survival forests vignette}, year = {2021}, url = {https://luminwin.github.io/randomForestSRC/articles/survival.html}, }
H. Ishwaran, T. A. Gerds, B. M. Lau, M. Lu, and U. B. Kogalur. 2021. “randomForestSRC: competing risks vignette.” https://luminwin.github.io/randomForestSRC/articles/competing.html.
@Misc{, author = {Hemant Ishwaran and Thomas A. Gerds and Bryan M. Lau and Min Lu and Udaya B. Kogalur}, title = {{randomForestSRC}: competing risks vignette}, year = {2021}, url = {https://luminwin.github.io/randomForestSRC/articles/competing.html}, }
H. Ishwaran, R. O’Brien, M. Lu, and U. B. Kogalur. 2021. “randomForestSRC: random forests quantile classifier (RFQ) vignette.” https://luminwin.github.io/randomForestSRC/articles/imbalance.html.
@Misc{, author = {Hemant Ishwaran and Robert O'Brien and Min Lu and Udaya B. Kogalur}, title = {{randomForestSRC}: random forests quantile classifier {(RFQ)} vignette}, year = {2021}, url = {https://luminwin.github.io/randomForestSRC/articles/imbalance.html}, }
H. Ishwaran, F. Tang, M. Lu, and U. B. Kogalur. 2021. “randomForestSRC: multivariate splitting rule vignette.” https://luminwin.github.io/randomForestSRC/articles/mvsplit.html.
@Misc{, author = {Hemant Ishwaran and Fei Tang and Min Lu and Udaya B. Kogalur}, title = {{randomForestSRC}: multivariate splitting rule vignette}, year = {2021}, url = {https://luminwin.github.io/randomForestSRC/articles/mvsplit.html}, }
H. Ishwaran, A. Mantero, M. Lu, and U. B. Kogalur. 2021. “randomForestSRC: sidClustering vignette.” https://luminwin.github.io/randomForestSRC/articles/sidClustering.html.
@Misc{, author = {Hemant Ishwaran and Alejandro Mantero and Min Lu and Udaya B. Kogalur}, title = {{randomForestSRC}: {sidClustering} vignette}, year = {2021}, url = {https://luminwin.github.io/randomForestSRC/articles/sidClustering.html}, }
H. Ishwaran, M. Lu, and U. B. Kogalur. 2021. “randomForestSRC: variable importance (VIMP) with subsampling inference vignette.” https://luminwin.github.io/randomForestSRC/articles/rfsrc-subsample.html.
@Misc{, author = {Hemant Ishwaran and Min Lu and Udaya B. Kogalur}, title = {{randomForestSRC}: variable importance {(VIMP)} with subsampling inference vignette}, year = {2021}, url = {https://luminwin.github.io/randomForestSRC/articles/rfsrc-subsample.html}, }
H. Ishwaran, X. Chen, A. J. Minn, M. Lu, M. S. Lauer, and U. B. Kogalur. 2021. “randomForestSRC: minimal depth vignette.” https://luminwin.github.io/randomForestSRC/articles/minidep.html.
@Misc{, author = {Hemant Ishwaran and Xi Chen and Andy J. Minn and Min Lu and Michael S. Lauer and Udaya B. Kogalur}, title = {{randomForestSRC}: minimal depth vignette}, year = {2021}, url = {https://luminwin.github.io/randomForestSRC/articles/minidep.html}, }