{"product_id":"statistical-learning-from-a-regression-perspective-springer-texts-in-statistics-9783319440477","title":"Statistical Learning from a Regression Perspective (Springer Texts in Statistics)","description":"\u003cp\u003eThis textbook considers statistical learning applications when interest centers on the conditional distribution of the response variable  given a set of predictors  and when it is important to characterize how the predictors are related to the response. This fully revised new edition includes important developments over the past 8 years. Consistent with modern data analytics  it emphasizes that a proper statistical learning data analysis derives from sound data collection  intelligent data management  appropriate statistical procedures  and an accessible interpretation of results. As in the first edition  a unifying theme is supervised learning that can be treated as a form of regression analysis. Key concepts and procedures are illustrated with real applications  especially those with practical implications. The material is written for upper undergraduate level and graduate students in the social and life sciences and for researchers who want to apply statistical learning procedures to scientific and policy problems. The author uses this book in a course on modern regression for the social  behavioral  and biological sciences. All of the analyses included are done in R with code routinely provided.\u003c\/p\u003e","brand":"My Store","offers":[{"title":"Default Title","offer_id":67932727935029,"sku":"ByrdShop_3319440470","price":250.1,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0627\/8139\/0901\/files\/9783319440477.jpg?v=1794229190","url":"https:\/\/atxbooks.com\/products\/statistical-learning-from-a-regression-perspective-springer-texts-in-statistics-9783319440477","provider":"ATX Books","version":"1.0","type":"link"}