ISLR swMATH ID: 11208 Software Authors: Gareth James, Daniela Witten, Trevor Hastie and Rob Tibshirani Description: ISLR: Data for An Introduction to Statistical Learning with Applications in R. The collection of datasets used in the book ”An Introduction to Statistical Learning with Applications in R” Homepage: http://cran.r-project.org/web/packages/ISLR/index.html Source Code: https://github.com/cran/ISLR Dependencies: R Related Software: R; ElemStatLearn; PRMLT; Scikit; randomForest; glmnet; GitHub; UCI-ml; MASS (R); rpart; TensorFlow; DCL; StatLib Datasets Archive; e1071; nnet; PMA; SmartEDA; caret; CRAN; MAVE Cited in: 78 Publications Standard Articles 1 Publication describing the Software, including 1 Publication in zbMATH Year An introduction to statistical learning. With applications in R. Zbl 1281.62147James, Gareth; Witten, Daniela; Hastie, Trevor; Tibshirani, Robert 2013 all top 5 Cited by 196 Authors 2 Bura, Efstathia 2 Chen, Li-Pang 2 Fertl, Lukas 2 Hastie, Trevor John 2 Huck, Nicolas 2 James, Gareth M. 2 John, Boby 2 Kel’manov, Aleksandr Vasil’evich 2 Tibshirani, Robert John 2 Witten, Daniela M. 2 Wüthrich, Mario Valentin 1 Abonazel, Mohamed Reda 1 Ahonen, Ilmari 1 Aladeitan, Benedicta 1 Albi, Mariana 1 Algeri, Sara 1 Alves, Paulo Ricardo L. 1 Asadi, Soodabeh 1 Ayinde, Kayode 1 Bagirov, Adil M. 1 Bak, Kwan-Young 1 Ballings, Michel 1 Baltazar-Larios, Fernando 1 Bao, Zhigang 1 Bedoui, Adel 1 Benaych-Georges, Florent 1 Bernstein, Alexander 1 Bhadra, Anindya 1 Bogaert, Matthias 1 Bolintineanu, Dan S. 1 Bose, Smarajit 1 Brown, Judith A. 1 Buscemi, Simona 1 Calmon, Wilson 1 Chai, Haitao 1 Chan, Vicky Wing Kei 1 Chen, Ray-Bing 1 Chen, Ying 1 Chowdhury, K. K. 1 Ciancia, Vincenzo 1 Cossette, Hélène 1 Couillet, Romain 1 Coussement, Kristof 1 da Mota, Luis Antonio Campinho Pereira 1 D’Amato, Valeria 1 Das, Srinjoy 1 Datta, Jyotishka 1 De Bock, Koen W. 1 de Caigny, Arno 1 de Castro, Luciano I. 1 D’Ecclesia, Rita Laura 1 Demni, Houyem 1 Ding, Xiucai 1 Discetti, Stefano 1 Do, Xuan Anh 1 Doležel, Ivo 1 Duarte, L. G. S. 1 Dutang, Christophe 1 Esparza, Luz Judith R. 1 Fiévet, Lucas 1 Firdolas Efendigil, Tugba 1 Foroozan, Foroohar 1 Frady, E. Paxon 1 Fu, Zhixuan 1 Fürnkranz, Johannes 1 Gabrielli, Andrea 1 Gadoury, Simon-Pierre 1 Gahm, Christian 1 Galvao, Antonio F. jun. 1 Ganschinietz, Chantal 1 Gimadi, Edward Khairutdinovich 1 Gómez-Rubio, Virgilio 1 Goswami, Suchismita 1 Gramacki, Artur 1 Guibert, Quentin 1 Haley, M. Ryan 1 Han, Sunwoo 1 He, Qiang 1 He, Wenqing 1 Hong, Yili 1 Horvitz, Eric J. 1 Huang, Liwen 1 Ianiro, Andrea 1 Jaroszewicz, Szymon 1 Jhong, Jae-Hwan 1 Jimichi, Masayuki 1 Jin, Helena 1 Johnson, Bankole A. 1 Ju, Xiaomeng 1 Jun, Sookyung 1 Kadadevaramath, Rajeshwar S. 1 Kalogridis, Ioannis 1 Kapla, Daniel 1 Kapoor, Ashish 1 Karlson, Kyle N. 1 Karmitsa, Napsu 1 Khamidullin, Sergeĭ Asgadullovich 1 Khandeev, Vladimir Il’ich 1 Kharfan, Majd 1 Kim, Hongjoong ...and 96 more Authors all top 5 Cited in 57 Serials 5 European Journal of Operational Research 5 Computational Statistics and Data Analysis 3 Annals of Operations Research 2 Information Sciences 2 Statistical Science 2 Journal of Applied Statistics 2 Quantitative Finance 2 ASTIN Bulletin 2 Journal of the Korean Statistical Society 2 Electronic Journal of Statistics 2 Diskretnyĭ Analiz i Issledovanie Operatsiĭ 2 Statistics and Computing 2 Springer Texts in Statistics 1 The American Statistician 1 Computers & Mathematics with Applications 1 Journal of Fluid Mechanics 1 Chaos, Solitons and Fractals 1 The Annals of Statistics 1 Biometrical Journal 1 Journal of the American Statistical Association 1 Journal of Multivariate Analysis 1 Journal of Statistical Planning and Inference 1 Opsearch 1 Journal of Classification 1 Computational Mechanics 1 Machine Learning 1 Neural Computation 1 Applications of Mathematics 1 Journal of Global Optimization 1 Games and Economic Behavior 1 Communications in Statistics. Simulation and Computation 1 Communications in Statistics. Theory and Methods 1 Pattern Recognition 1 SIAM Journal on Optimization 1 Statistical Papers 1 Statistica Sinica 1 Annals of Mathematics and Artificial Intelligence 1 Lifetime Data Analysis 1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 1 Optimization Methods & Software 1 Chaos 1 Discrete Dynamics in Nature and Society 1 International Journal of Applied Mathematics and Computer Science 1 Acta et Commentationes Universitatis Tartuensis de Mathematica 1 Scandinavian Actuarial Journal 1 Decisions in Economics and Finance 1 Proceedings of the Steklov Institute of Mathematics 1 Journal of Mathematics and Music 1 Logical Methods in Computer Science 1 The Annals of Applied Statistics 1 European Actuarial Journal 1 Annals of Finance 1 Dependence Modeling 1 SIAM/ASA Journal on Uncertainty Quantification 1 Journal of Statistical Distributions and Applications 1 Japanese Journal of Statistics and Data Science 1 SN Operations Research Forum all top 5 Cited in 18 Fields 53 Statistics (62-XX) 26 Computer science (68-XX) 15 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 8 Operations research, mathematical programming (90-XX) 5 Probability theory and stochastic processes (60-XX) 4 General and overarching topics; collections (00-XX) 3 Biology and other natural sciences (92-XX) 2 Linear and multilinear algebra; matrix theory (15-XX) 2 Functional analysis (46-XX) 2 Numerical analysis (65-XX) 2 Mechanics of deformable solids (74-XX) 1 Mathematical logic and foundations (03-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 General topology (54-XX) 1 Fluid mechanics (76-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Systems theory; control (93-XX) Citations by Year