TY - BOOK 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 - 9781461471370 U1 - 519.5 PY - 2013/// CY - New York PB - Springer KW - Mathematical statistics KW - Statistics as Topic KW - R (Computer program language) N2 - An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance to marketing to astrophysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with relevant applications ER -