{"product_id":"predictive-modeling-and-analytics-book-president-jeffrey-strickland-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).","brand":"WoB","offers":[{"title":"US \/ GOOD \/ SBYB","offer_id":50379365384465,"sku":"CIN1312375442G","price":4.91,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/1312375442.jpg?v=1769077405","url":"https:\/\/www.worldofbooks.com\/products\/predictive-modeling-and-analytics-book-president-jeffrey-strickland-9781312375444","provider":"World of Books ","version":"1.0","type":"link"}