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Introduction to Linear Regression Analysis (Fifth Edition)
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eBay item number:404764856792
Item specifics
- Condition
- Subject
- Industrial Engineering, Probability & Statistics / Regression Analysis, Quality Control
- ISBN
- 9780470542811
- Subject Area
- Technology & Engineering, Mathematics
- Publication Name
- Introduction to Linear Regression Analysis
- Item Length
- 10.2 in
- Publisher
- Wiley & Sons, Incorporated, John
- Series
- Wiley Series in Probability and Statistics Ser.
- Publication Year
- 2012
- Type
- Textbook
- Format
- Hardcover
- Language
- English
- Item Height
- 1.5 in
- Item Width
- 7.2 in
- Item Weight
- 44.5 Oz
- Number of Pages
- 672 Pages
About this product
Product Information
Praise for the Fourth Edition As with previous editions, the authors have produced a leading textbook on regression. -- Journal of the American Statistical Association A comprehensive and up-to-date introduction to the fundamentals of regression analysis Introduction to Linear Regression Analysis, Fifth Edition continues to present both the conventional and less common uses of linear regression in today's cutting-edge scientific research. The authors blend both theory and application to equip readers with an understanding of the basic principles needed to apply regression model-building techniques in various fields of study, including engineering, management, and the health sciences. Following a general introduction to regression modeling, including typical applications, a host of technical tools are outlined such as basic inference procedures, introductory aspects of model adequacy checking, and polynomial regression models and their variations. The book then discusses how transformations and weighted least squares can be used to resolve problems of model inadequacy and also how to deal with influential observations. The Fifth Edition features numerous newly added topics, including: A chapter on regression analysis of time series data that presents the Durbin-Watson test and other techniques for detecting autocorrelation as well as parameter estimation in time series regression models Regression models with random effects in addition to a discussion on subsampling and the importance of the mixed model Tests on individual regression coefficients and subsets of coefficients Examples of current uses of simple linear regression models and the use of multiple regression models for understanding patient satisfaction data. In addition to Minitab, SAS, and S-PLUS, the authors have incorporated JMP and the freely available R software to illustrate the discussed techniques and procedures in this new edition. Numerous exercises have been added throughout, allowing readers to test their understanding of the material. Introduction to Linear Regression Analysis, Fifth Edition is an excellent book for statistics and engineering courses on regression at the upper-undergraduate and graduate levels. The book also serves as a valuable, robust resource for professionals in the fields of engineering, life and biological sciences, and the social sciences.
Product Identifiers
Publisher
Wiley & Sons, Incorporated, John
ISBN-10
0470542810
ISBN-13
9780470542811
eBay Product ID (ePID)
99579603
Product Key Features
Publication Name
Introduction to Linear Regression Analysis
Format
Hardcover
Language
English
Subject
Industrial Engineering, Probability & Statistics / Regression Analysis, Quality Control
Series
Wiley Series in Probability and Statistics Ser.
Publication Year
2012
Type
Textbook
Subject Area
Technology & Engineering, Mathematics
Number of Pages
672 Pages
Dimensions
Item Length
10.2 in
Item Height
1.5 in
Item Width
7.2 in
Item Weight
44.5 Oz
Additional Product Features
Edition Number
5
LCCN
2012-003859
Intended Audience
Scholarly & Professional
Series Volume Number
821
Lc Classification Number
Qa278.2
Reviews
"The book can be used for statistics and engineering courses on regression at the upper-undergraduate and graduate levels. It also serves as a resource for professionals in the fields of engineering, life and biological sciences, and the social sciences." ( Zentralblatt MATH , 1 October 2013)
Copyright Date
2012
Dewey Decimal
519.5/36
Dewey Edition
21
Illustrated
Yes
Item description from the seller
Seller assumes all responsibility for this listing.
eBay item number:404764856792
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