{"product_id":"predictive-modeling-and-analytics-9781312375444","title":"Predictive Modeling and Analytics","description":"\u003cp\u003e • Author(s): Jeffrey Strickland\u003cbr\u003e • Publisher: Lulu.com\u003cbr\u003e • Publisher Imprint: Lulu.com\u003cbr\u003e • BISAC: General\u003c\/p\u003e\u003cp\u003eThis 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).\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46498895560855,"sku":"9781312375444","price":3909.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781312375444.webp?v=1769192209","url":"https:\/\/atlanticbooks.com\/products\/predictive-modeling-and-analytics-9781312375444","provider":"Atlantic Books","version":"1.0","type":"link"}