{"product_id":"an-introduction-to-statistical-learning-with-applications-in-r-gareth-james-paperback","title":"An Introduction to Statistical Learning: With Applications in R -- Gareth James, Paperback","description":"Preface.- 1 Introduction.- 2 Statistical Learning.- 3 Linear Regression.- 4 Classification.- 5 Resampling Methods.- 6 Linear Model Selection and Regularization.- 7 Moving Beyond Linearity.- 8 Tree-Based Methods.- 9 Support Vector Machines.- 10 Deep Learning.- 11 Survival Analysis and Censored Data.- 12 Unsupervised Learning.- 13 Multiple Testing.- Index.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Gareth James, Daniela Witten, Trevor Hastie\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 08\/13\/2022\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 624\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.90lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 1.26d\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781071614204\u003cp\u003e\u003c\/p\u003e","brand":"Gareth James","offers":[{"title":"Default Title","offer_id":68045945962724,"sku":"9781071614204","price":63.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0611\/9587\/8628\/files\/9781071614204.jpg?v=1793432955","url":"https:\/\/bookandmortar.com\/products\/an-introduction-to-statistical-learning-with-applications-in-r-gareth-james-paperback","provider":"BookandMortar","version":"1.0","type":"link"}