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; ElemStatLearn; Kernlab; ranger; glmnet; pls; MASS (R); ipred; XGBoost; rpart; nnet; gbm; caret; UCI-ml; SuperLearner; AppliedPredictiveModeling; Cubist; lars Cited in: 21 Publications all top 5 Cited by 58 Authors 2 García-Gonzalo, Esperanza 1 Alexanderian, Alen 1 Álvarez Antón, J. C. 1 Angulo, Ana 1 Asadi, Soodabeh 1 Bagirov, Adil M. 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 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 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 Sage, Andrew J. 1 Sánchez Lasheras, Fernando 1 Schnitzer, Mireille E. 1 Stoklosa, Jakub 1 Strawderman, Robert L. 1 Taheri, Sona 1 Tegnér, Martin 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 15 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 European Journal of Operational Research 1 SIAM Journal on Scientific Computing 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 10 Fields 14 Statistics (62-XX) 8 Computer science (68-XX) 4 Numerical analysis (65-XX) 4 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 3 Operations research, mathematical programming (90-XX) 2 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) Citations by Year