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Other titles in the Wiley Series in Probability and Statistics series:

Applied Regression Including Computing and Graphics (Wiley Series in Probability and Statistics)

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Applied Regression Including Computing and Graphics (Wiley Series in Probability and Statistics) Cover

 

Synopses & Reviews

Publisher Comments:

A step-by-step guide to computing and graphics in regression analysis

In this unique book, leading statisticians Dennis Cook and Sanford Weisberg expertly blend regression fundamentals and cutting-edge graphical techniques. They combine and up- date most of the material from their widely used earlier work, An Introduction to Regression Graphics, and Weisberg's Applied Linear Regression; incorporate the latest in statistical graphics, computing, and regression models; and wind up with a modern, fully integrated approach to one of the most important tools of data analysis.

In 23 concise, easy-to-digest chapters, the authors present:? A wealth of simple 2D and 3D graphical techniques, helping visualize results through graphs

* An improved version of the user-friendly Arc software, which lets readers promptly implement new ideas

* Complete coverage of regression models, including logistic regression and generalized linear models

* More than 300 figures, easily reproducible on the computer

* Numerous examples and problems based on real data

* A companion Web site featuring free software and advice, available at www.wiley.com/mathem atics

Accessible, self-contained, and fully referenced, Applied Regression Including Computing and Graphics assumes only a first course in basic statistical methods and provides a bona fide user manual for the Arc software. It is an invaluable resource for anyone interested in learning how to analyze regression problems with confidence and depth.

Book News Annotation:

A textbook honed in several years of Cook and Weisberg's one-semester courses (U. of Minnesota-St. Paul) in regression interpretation either for first-year graduate statistics majors or advanced undergraduate and beginning graduate students in other fields. They assume only one previous semester of basic statistical methods. They emphasize seeing results through graphs and provide user-friendly computer software, Arc, on the Internet that allows readers to apply the ideas immediately, both to examples from the book and to their own data. Most of the examples and homework problems are based on real data.
Annotation c. Book News, Inc., Portland, OR (booknews.com)

Synopsis:

Accessible, self-contained, and fully referenced, Applied Regression Including Computing and Graphics assumes only a first course in basic statistical methods and provides a bona fide user manual for the Arc software. It is an invaluable resource for anyone interested in learning how to analyze regression problems with confidence and depth.

Synopsis:

Not Obtanable

Description:

Includes bibliographical references (p. 571-578) and indexes.

About the Author

R. DENNIS COOK, PhD, is Professor of Statistics at the University of Minnesota.

SANFORD WEISBERG, PhD, is Professor of Statistics and Director of the Statistical Consulting Service at the University of Minnesota.

Table of Contents

Looking Forward and Back.

Introduction to Regression.

Introduction to Smoothing.

Bivariate Distributions.

Two-Dimensional Plots.

TOOLS.

Simple Linear Regression.

Introduction to Multiple Linear Regression.

Three-Dimensional Plots.

Weights and Lack-of-Fit.

Understanding Coefficients.

Relating Mean Functions.

Factors and Interactions.

Response Transformations.

Diagnostics I: Curvature and Nonconstant Variance.

Diagnostics II: Influence and Outliers.

Predictor Transformations.

Model Assessment.

REGRESSION GRAPHICS.

Visualizing Regression.

Visualizing Regression with Many Predictors.

Graphical Regression.

LOGISTIC REGRESSION AND GENERALIZED LINEAR MODELS.

Binomial Regression.

Graphical and Diagnostic Methods for Logistic Regression.

Generalized Linear Models.

Appendix.

References.

Indexes.

Product Details

ISBN:
9780471317111
Author:
Cook, R. Dennis
Author:
Weisberg, Sanford
Author:
Cook, Dennis
Publisher:
John Wiley & Sons
Location:
New York :
Subject:
Statistics
Subject:
Applied
Subject:
Probability
Subject:
Probabilities
Subject:
Regression analysis
Subject:
Probability & Statistics - General
Subject:
Mathematics-Applied
Copyright:
Edition Description:
WOL online Book (not BRO)
Series:
Wiley Series in Probability and Statistics
Series Volume:
347
Publication Date:
20071217
Binding:
HARDCOVER
Grade Level:
General/trade
Language:
English
Illustrations:
Yes
Pages:
632
Dimensions:
9.56x6.40x1.34 in. 2.17 lbs.

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Applied Regression Including Computing and Graphics (Wiley Series in Probability and Statistics) New Hardcover
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$202.95 In Stock
Product details 632 pages Wiley-Interscience - English 9780471317111 Reviews:
"Synopsis" by , Accessible, self-contained, and fully referenced, Applied Regression Including Computing and Graphics assumes only a first course in basic statistical methods and provides a bona fide user manual for the Arc software. It is an invaluable resource for anyone interested in learning how to analyze regression problems with confidence and depth.
"Synopsis" by , Not Obtanable
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