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Predictive Modeling and Analytics - Paperback By Strickland, Jeffrey - GOOD

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Last updated on Jun 14, 2024 11:37:46 PDTView all revisionsView all revisions

Item specifics

Condition
Good: A book that has been read but is in good condition. Very minimal damage to the cover including ...
Brand
Unbranded
MPN
Does not apply
ISBN
9781312375444
Book Title
Predictive Modeling and Analytics
Publisher
Wright Books
Item Length
9 in
Publication Year
2014
Format
Trade Paperback
Language
English
Illustrator
Yes
Item Height
1.1 in
Author
Jeffrey Strickland
Genre
Business & Economics
Topic
General
Item Weight
29.7 Oz
Item Width
6 in
Number of Pages
488 Pages

About this product

Product Information

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).

Product Identifiers

Publisher
Wright Books
ISBN-10
1312375442
ISBN-13
9781312375444
eBay Product ID (ePID)
217180073

Product Key Features

Book Title
Predictive Modeling and Analytics
Number of Pages
488 Pages
Language
English
Publication Year
2014
Topic
General
Illustrator
Yes
Genre
Business & Economics
Author
Jeffrey Strickland
Format
Trade Paperback

Dimensions

Item Height
1.1 in
Item Weight
29.7 Oz
Item Length
9 in
Item Width
6 in

Additional Product Features

Target Audience
Trade

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