£53.23

Lulu Predictive Analytics Using R

Name: Predictive Analytics Using R
Brand: Lulu
Price: 53.23 GBP
Availability: InStock

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Description

This book is about predictive analytics. Yet, each chapter could easily be handled by an entire volume of its own. So one might think of this a survey of predictive modeling. A predictive model is a statistical model or machine learning model used to predict future behavior based on past behavior. In order to use this book, one should have a basic understanding of mathematical statistics - it is an advanced book. Some theoretical foundations are laid out but not proven, but references are provided for additional coverage. Every chapter culminates in an example using R. R is a free software environment for statistical computing and graphics. You may download R, from a preferred CRAN mirror at http://www.r-project.org/. 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 a textbook with problem solving in R-but there are no "by-hand" exercises.

Product Specifications

Brand: Lulu
Format: hardcover
ASIN: 131284101X
Category: Books > Subjects > Business, Finance & Law > Economics
Domain: Amazon UK
Release Date: 16 January 2015
Listed Since: 22 January 2015

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Lulu Predictive Analytics Using R

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