earth swMATH ID: 8019 Software Authors: Milborrow, S Description: R package earth: Multivariate Adaptive Regression Spline Models. Build regression models using the techniques in Friedman’s papers ”Fast MARS” and ”Multivariate Adaptive Regression Splines”. (The term ”MARS” is copyrighted and thus not used in the name of the package.) Homepage: http://cran.r-project.org/web/packages/earth/index.html Source Code: https://github.com/cran/earth Dependencies: R Related Software: R; randomForest; e1071; ranger; Kernlab; glmnet; MASS (R); nnet; ElemStatLearn; SuperLearner; caret; pls; ipred; XGBoost; party; partykit; xgboost; rpart; gbm; UCI-ml Cited in: 24 Documents all top 5 Cited by 64 Authors 2 Asadi, Soodabeh 2 Bagirov, Adil M. 2 García-Gonzalo, Esperanza 2 Garcia Nieto, Paulino Jose 2 Taheri, Sona 1 Alexanderian, Alen 1 Álvarez Antón, J. C. 1 Angulo, Ana 1 Batmaz, İnci 1 Bertsimas, Dimitris John 1 Boehmke, Brad 1 Cerqueira, Vitor 1 Cohen, Samuel N. 1 de la Llave, Miguel Ángel 1 Duncan, Ian 1 Dunn, Jack 1 Ertefaie, Ashkan 1 Fitzpatrick, Trevor 1 Genschel, Ulrike 1 González Suárez, V. M. 1 Greenwell, Brandon M. 1 Gremaud, Pierre-Alain 1 Hart, Joseph L. 1 Johnson, Kjell 1 Karabatsos, George 1 Karmitsa, Napsu 1 Khalfi, Monjia 1 Kuhn, Max 1 Lee, Yeonok 1 López, Fernando A. 1 Ludkovski, Michael 1 Mateos Martín, F. 1 Mayo Bayón, R. 1 McKay, James R. 1 Moniz, Nuno 1 Moodie, Erica E. M. 1 Mues, Christophe 1 Murat, Naci 1 Nettleton, Dan 1 Oslin, David W. 1 Paredes-Sánchez, J. P. 1 Pinto, Fábio 1 Platt, Robert W. 1 Ribeiro, Rita P. 1 Riesgo Fernández, P. 1 Rolling, Craig A. 1 Saâdaoui, Foued 1 Sage, Andrew J. 1 Sánchez Lasheras, Fernando 1 Schnitzer, Mireille E. 1 Stoklosa, Jakub 1 Strawderman, Robert L. 1 Sultanova, Nargiz 1 Tegnér, Martin N. A. 1 Torgo, Luis 1 Van der Laan, Mark Johannes 1 Walker, Stephen Grahm 1 Wang, Yuchen 1 Warton, David I. 1 Wu, Hulin 1 Yang, Yuhong 1 Yazıcı, Ceyda 1 Yerlikaya-Özkurt, Fatma 1 Zhang, Yongli all top 5 Cited in 18 Serials 3 Machine Learning 2 Journal of Computational and Applied Mathematics 1 Bulletin of Mathematical Biology 1 Journal of the American Statistical Association 1 Journal of Multivariate Analysis 1 Operations Research Letters 1 Annals of Operations Research 1 Communications in Statistics. Simulation and Computation 1 European Journal of Operational Research 1 SIAM Journal on Scientific Computing 1 Optimization Methods & Software 1 Scandinavian Actuarial Journal 1 North American Actuarial Journal 1 Journal of Industrial and Management Optimization 1 Statistical Analysis and Data Mining 1 Electronic Journal of Statistics 1 The Annals of Applied Statistics 1 Journal of Computational and Graphical Statistics all top 5 Cited in 11 Fields 18 Statistics (62-XX) 8 Computer science (68-XX) 6 Numerical analysis (65-XX) 4 Operations research, mathematical programming (90-XX) 4 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 3 Probability theory and stochastic processes (60-XX) 1 General and overarching topics; collections (00-XX) 1 Mechanics of deformable solids (74-XX) 1 Classical thermodynamics, heat transfer (80-XX) 1 Biology and other natural sciences (92-XX) 1 Systems theory; control (93-XX) Citations by Year