{"product_id":"9781312375444","title":"Predictive Modeling And Analytics","description":"This book is about predictive modeling. Yet, each chapter could easily be handled by an entire volume of its own. So one might think of this as a survey of predictive models, both statistical and machine learning. We define A predictive model as a statistical model or machine learning model used to predict future behavior based on past behavior. In order to use this book, the reader should have a basic understanding of statistics (statistical inference, models, tests, etc.)-this is an advanced book. Every chapter culminates in an example using R. R is a free software environment for statistical computing and graphics. It compiles and runs on a wide variety of UNIX platforms, Windows and MacOS. The book is organized so that statistical models are presented first (hopefully in a logical order), followed by machine learning models, and then applications: uplift modeling and time series. One could use this as a textbook with problem solving in R (there are no \"by-hand\" exercises). 9781312375444 1312375442 490 Business \u0026amp; Economics NOT_MATURE http:\/\/books.google.com\/books\/content?id=7yfzBgAAQBAJ\u0026amp;printsec=frontcover\u0026amp;img=1\u0026amp;zoom=5\u0026amp;edge=curl\u0026amp;source=gbs_api en\u003cbr\u003e\u003cbr\u003e\u003cbr\u003e\u003cul\u003e\n\u003cli\u003e• \u003cb\u003eAuthor: \u003c\/b\u003eJeffrey Strickland\u003c\/li\u003e\n\u003cli\u003e• \u003cb\u003ePublisher: \u003c\/b\u003eLulu.Com\u003c\/li\u003e\n\u003cli\u003e• \u003cb\u003ePublication Date: \u003c\/b\u003eJul 23, 2014\u003c\/li\u003e\n\u003cli\u003e• \u003cb\u003eNumber of Pages: \u003c\/b\u003e488 pages\u003c\/li\u003e\n\u003cli\u003e• \u003cb\u003eLanguage: \u003c\/b\u003eEnglish\u003c\/li\u003e\n\u003cli\u003e• \u003cb\u003eBinding: \u003c\/b\u003ePaperback\u003c\/li\u003e\n\u003cli\u003e• \u003cb\u003eISBN-10: \u003c\/b\u003e1312375442\u003c\/li\u003e\n\u003cli\u003e• \u003cb\u003eISBN-13: \u003c\/b\u003e9781312375444\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Lulu.Com","offers":[{"title":"Default Title","offer_id":49398076703025,"sku":"9781312375444","price":55.66,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0798\/8215\/8385\/files\/9781312375444_p0_v1_s600x595.jpg?v=1717363818","url":"https:\/\/www.recomparo.com\/products\/9781312375444","provider":"ReComparo.com","version":"1.0","type":"link"}