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portada Predictive Modeling and Analytics
Type
Physical Book
Publisher
Year
2014
Language
English
Pages
488
Format
Paperback
ISBN13
9781312375444

Predictive Modeling and Analytics

Jeffrey Strickland (Author) · Lulu.Com · Paperback

Predictive Modeling and Analytics - Jeffrey Strickland

New Book

£ 49.53

  • Condition: New
Origin: U.S.A. (Import costs included in the price)
It will be shipped from our warehouse between Monday, July 15 and Monday, July 22.
You will receive it anywhere in United Kingdom between 1 and 3 business days after shipment.

Synopsis "Predictive Modeling and Analytics"

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).

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