randomForestSRC swMATH ID: 14394 Software Authors: Hemant Ishwaran, Udaya B. Kogalur Description: randomForestSRC: Random Forests for Survival, Regression and Classification (RF-SRC). A unified treatment of Breiman’s random forests for survival, regression and classification problems based on Ishwaran and Kogalur’s random survival forests (RSF) package. The package runs in both serial and parallel (OpenMP) modes. Now extended to include multivariate and unsupervised forests. Homepage: https://cran.r-project.org/web/packages/randomForestSRC/index.html Source Code: https://github.com/cran/randomForestSRC Dependencies: R Related Software: randomSurvivalForest; R; survival; ranger; randomForest; xgboost; UCI-ml; party; mlbench; XGBoost; CRAN; cmprsk; ggRandomForests; obliqueRF; obliqueRSF; Quantregforest; BartPy; caret; ElemStatLearn; mboost Cited in: 14 Documents all top 5 Cited by 59 Authors 3 Ishwaran, Hemant 1 Adelman, Daniel 1 Balasubramanian, Raji 1 Barrieu, Pauline M. 1 Bellavance, François 1 Birge, John R. 1 Braun, Terry A. 1 Buatti, John M. 1 Cafri, Guy 1 Calhoun, Peter 1 Canahuate, Guadalupe 1 Casavant, Thomas L. 1 Chen, YiNing 1 Dazard, Jean-Eudes 1 de Caritat, Patrice 1 Diao, Liqun 1 Fan, Juanjuan 1 Feaster, Daniel J. 1 Genschel, Ulrike 1 Gu, Xiangdong 1 Hallett, Melodie J. 1 Howard, George 1 Hussain, Walid 1 Jaeger, Byron C. 1 Larocque, Denis 1 Levine, Richard Aaron 1 Long, D. Leann 1 Long, Dustin M. 1 Lu, Min 1 Ma, Guangzhi 1 Makariou, Despoina 1 McClure, Leslie A. 1 Mehlotra, Rajeev 1 Min, Yuan-I 1 Moradian, Hoora 1 Mueller, Ute A. 1 Nettleton, Dan 1 Otto, Alex 1 Peeters, Luk J. M. 1 Rendleman, Michael C. 1 Sadiq, Saad 1 Sage, Andrew J. 1 Schreiber, Michael D. 1 Simon, Noah Robin 1 Sims, Mario 1 Smith, Brian J. 1 Steingrimsson, Jon Arni 1 Strawderman, Robert L. 1 Su, Xiaogang 1 Szychowski, Jeff M. 1 Tadesse, Mahlet G. 1 Talebi, Hassan 1 Tolosana-Delgado, Raimon 1 van den Boogaart, Karl Gerald 1 Wang, Kanix 1 Weinberg, Aaron 1 Xu, Hui 1 Zhao, Xuejing 1 Zimmerman, Peter all top 5 Cited in 13 Serials 2 Journal of Computational and Graphical Statistics 1 Journal of the American Statistical Association 1 Insurance Mathematics & Economics 1 Machine Learning 1 Computational Statistics 1 Communications in Statistics. Simulation and Computation 1 Lifetime Data Analysis 1 INFORMS Journal on Computing 1 Statistical Applications in Genetics and Molecular Biology 1 Statistical Analysis and Data Mining 1 The Annals of Applied Statistics 1 Mathematical Geosciences 1 Statistics and Computing all top 5 Cited in 7 Fields 12 Statistics (62-XX) 4 Computer science (68-XX) 1 Geophysics (86-XX) 1 Operations research, mathematical programming (90-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Biology and other natural sciences (92-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year