SuperLearner swMATH ID: 8154 Software Authors: Eric Polley, Mark van der Laan Description: R package SuperLearner: Super Learner Prediction. This package implements the super learner prediction method and contains a library of prediction algorithms to be used in the super learner. Homepage: http://cran.r-project.org/web/packages/SuperLearner/index.html Source Code: https://github.com/cran/SuperLearner Dependencies: R Related Software: R; tmle; randomForest; glmnet; gam; caret; ltmle; AdaBoost.MH; e1071; polspline; Matching; earth; gbm; GitHub; nnls; MICE; drtmle; BayesTree; lars; SAS Cited in: 53 Publications all top 5 Cited by 128 Authors 18 Van der Laan, Mark Johannes 4 Carone, Marco 4 Díaz, Iván 3 Mojirsheibani, Majid 2 Chambaz, Antoine 2 Denis, Christophe 2 Ertefaie, Ashkan 2 Gruber, Susan 2 Ju, Cheng 2 Lendle, Samuel D. 2 Luedtke, Alex 2 Rose, Sherri 2 Rudolph, Kara E. 2 Scornet, Erwan 1 Ackerman, Benjamin 1 Ahern, Jennifer 1 Alexandrov, Nickolai N. 1 Alizadeh, Ahad 1 Amouzegar, Atieh 1 Austin, Brian 1 Balakrishnan, Narayanaswamy 1 Balzer, Laura B. 1 Benkeser, David 1 Biau, Gérard 1 Bibaut, Aurélien 1 Boehmke, Brad 1 Cai, Weixin 1 Canny, John F. 1 Chen, Ke 1 Ciocănea-Teodorescu, Iuliana 1 Colantuoni, Elizabeth 1 Combs, Mary 1 Cumming, Steven G. 1 Daniels, Michael J. 1 Datta, Somnath 1 Datta, Susmita 1 Diop, Awa 1 Diop, S. Arona 1 Dominici, Francesca 1 Duan, Xiaogang 1 Duchesne, Thierry 1 Dunson, David Brian 1 Duroux, Roxane 1 Fischer, Aurélie 1 Franklin, Jessica M. 1 Frölich, Markus 1 Galea, Sandro 1 Gharibzadeh, Safoora 1 Gilbert, Peter B. 1 Goldsmith, Jeff 1 Greenwell, Brandon M. 1 Guedj, Benjamin 1 Hanley, Daniel F. 1 Hebiri, Mohamed 1 Heumann, Christian 1 Hong, Hwanhee 1 Huang, Ying 1 Hubbard, Alan E. 1 Johnson, Brent A. 1 Jonker, Marianne A. 1 Kang, Hyunseung 1 Kennedy, Edward H. 1 Kessler, Ronald C. 1 Kimaiyo, Sylvester 1 King, Ross D. 1 Kong, Jiajie 1 LeDell, Erin 1 Lester, William A. jun. 1 Li, Meng 1 Luedtke, Alexander R. 1 Lunardon, Nicola 1 Malley, James D. 1 Mansournia, Mohammad Ali 1 McDermott, Aidan 1 McKay, James R. 1 Mehrabani-Zeinabad, Kamran 1 Menezes, Renée X. 1 Mohammad, Kazem 1 Montazeri, Zahra 1 Moodie, Erica E. M. 1 Musick, Beverly S. 1 Neuvial, Pierre 1 Nguyen, Trang Quynh 1 Orhobor, Oghenejokpeme I. 1 Oslin, David W. 1 Papadogeorgou, Georgia 1 Petersen, Maya L. 1 Petukhova, Maria 1 Platt, Robert W. 1 Polley, Eric C. 1 Prabhat, A. K. 1 Qiu, Hongxiang 1 Rahimiforoushani, Abbas 1 Rauschenberger, Armin 1 Rosenblum, Michael G. 1 Sadikova, Ekaterina 1 Sapp, Stephanie 1 Scharfstein, Daniel O. 1 Scheipl, Fabian 1 Schmid, Ian ...and 28 more Authors all top 5 Cited in 29 Serials 6 Journal of the American Statistical Association 5 Epidemiologic Methods 4 Journal of Applied Statistics 4 The Annals of Applied Statistics 3 Biometrics 3 Statistical Science 2 Statistics & Probability Letters 2 Computational Statistics 2 Communications in Statistics. Simulation and Computation 2 Computational Statistics and Data Analysis 1 Psychometrika 1 The Annals of Statistics 1 Information Sciences 1 Journal of Multivariate Analysis 1 Journal of Statistical Planning and Inference 1 Machine Learning 1 Journal of Statistical Computation and Simulation 1 Statistical Papers 1 Lifetime Data Analysis 1 Journal of Mathematical Chemistry 1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Journal of Machine Learning Research (JMLR) 1 Statistical Applications in Genetics and Molecular Biology 1 Advances in Data Analysis and Classification. ADAC 1 Electronic Journal of Statistics 1 Science China. Mathematics 1 Springer Series in Statistics 1 European Series in Applied and Industrial Mathematics (ESAIM): Proceedings and Surveys Cited in 4 Fields 52 Statistics (62-XX) 16 Computer science (68-XX) 7 Biology and other natural sciences (92-XX) 1 Numerical analysis (65-XX) Citations by Year