TY - DATA AU - James, Gareth AU - Witten, Daniela AU - Hastie, Trevor AU - Tibshirani, Robert TI - An introduction to statistical learning: with applications in R T2 - Springer texts in statistics SN - 9781461471387 (E-book) AV - QA 276 I57 2017 PY - 2017/// CY - New York PB - Springer KW - MATHEMATICAL STATISTICS KW - MATHEMATICAL MODELS KW - PROBLEMS, EXERCISES, ETC KW - PROBLEMS, EXERCISES,ETC KW - RTL (COMPUTER PROGRAM LANGUAGE) KW - STATISTICS KW - MODELS, STATISTICAL KW - STATISTICS AS TOPIC N1 - Includes index; Introduction -- Statistical learning -- Linear regression -- Classification -- Resampling methods -- Linear model selection and regularization -- Moving beyond linearity -- Tree-based methods -- Support vector machines -- Unsupervised learning UR - https://drive.google.com/file/d/1bl7xSXrryGm9UE1JLsQ687jpO0p7T00q/view?usp=sharing ER -