Regression Analysis by Example

Nonfiction, Science & Nature, Mathematics, Probability, Science, Other Sciences, Applied Sciences, Statistics
Cover of the book Regression Analysis by Example by Samprit Chatterjee, Ali S. Hadi, Wiley
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Samprit Chatterjee, Ali S. Hadi ISBN: 9781118456248
Publisher: Wiley Publication: May 30, 2013
Imprint: Wiley Language: English
Author: Samprit Chatterjee, Ali S. Hadi
ISBN: 9781118456248
Publisher: Wiley
Publication: May 30, 2013
Imprint: Wiley
Language: English

Praise for the Fourth Edition:

"This book is . . . an excellent source of examples for regression analysis. It has been and still is readily readable and understandable."

—Journal of the American Statistical Association Regression analysis is a conceptually simple method for investigating relationships among variables. Carrying out a successful application of regression analysis, however, requires a balance of theoretical results, empirical rules, and subjective judgment. Regression Analysis by Example, Fifth Edition has been expanded and thoroughly updated to reflect recent advances in the field. The emphasis continues to be on exploratory data analysis rather than statistical theory. The book offers in-depth treatment of regression diagnostics, transformation, multicollinearity, logistic regression, and robust regression.

The book now includes a new chapter on the detection and correction of multicollinearity, while also showcasing the use of the discussed methods on newly added data sets from the fields of engineering, medicine, and business. The Fifth Edition also explores additional topics, including:

  • Surrogate ridge regression
  • Fitting nonlinear models
  • Errors in variables
  • ANOVA for designed experiments

Methods of regression analysis are clearly demonstrated, and examples containing the types of irregularities commonly encountered in the real world are provided. Each example isolates one or two techniques and features detailed discussions, the required assumptions, and the evaluated success of each technique. Additionally, methods described throughout the book can be carried out with most of the currently available statistical software packages, such as the software package R.

Regression Analysis by Example, Fifth Edition is suitable for anyone with an understanding of elementary statistics.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Praise for the Fourth Edition:

"This book is . . . an excellent source of examples for regression analysis. It has been and still is readily readable and understandable."

—Journal of the American Statistical Association Regression analysis is a conceptually simple method for investigating relationships among variables. Carrying out a successful application of regression analysis, however, requires a balance of theoretical results, empirical rules, and subjective judgment. Regression Analysis by Example, Fifth Edition has been expanded and thoroughly updated to reflect recent advances in the field. The emphasis continues to be on exploratory data analysis rather than statistical theory. The book offers in-depth treatment of regression diagnostics, transformation, multicollinearity, logistic regression, and robust regression.

The book now includes a new chapter on the detection and correction of multicollinearity, while also showcasing the use of the discussed methods on newly added data sets from the fields of engineering, medicine, and business. The Fifth Edition also explores additional topics, including:

Methods of regression analysis are clearly demonstrated, and examples containing the types of irregularities commonly encountered in the real world are provided. Each example isolates one or two techniques and features detailed discussions, the required assumptions, and the evaluated success of each technique. Additionally, methods described throughout the book can be carried out with most of the currently available statistical software packages, such as the software package R.

Regression Analysis by Example, Fifth Edition is suitable for anyone with an understanding of elementary statistics.

More books from Wiley

Cover of the book Learning Practical FinTech from Successful Companies by Samprit Chatterjee, Ali S. Hadi
Cover of the book Essentials of Evidence-Based Academic Interventions by Samprit Chatterjee, Ali S. Hadi
Cover of the book Stretchable Electronics by Samprit Chatterjee, Ali S. Hadi
Cover of the book The Ways We Think by Samprit Chatterjee, Ali S. Hadi
Cover of the book Change Leadership in Higher Education by Samprit Chatterjee, Ali S. Hadi
Cover of the book Group Dynamics and Team Interventions by Samprit Chatterjee, Ali S. Hadi
Cover of the book Financial Jiu-Jitsu by Samprit Chatterjee, Ali S. Hadi
Cover of the book Der Urknall und andere Katastrophen by Samprit Chatterjee, Ali S. Hadi
Cover of the book The Wiley Handbook of Early Childhood Care and Education by Samprit Chatterjee, Ali S. Hadi
Cover of the book Glasbau 2013 by Samprit Chatterjee, Ali S. Hadi
Cover of the book Reading the Contemporary Irish Novel 1987 - 2007 by Samprit Chatterjee, Ali S. Hadi
Cover of the book Hyperbolic Structures by Samprit Chatterjee, Ali S. Hadi
Cover of the book Sprachführer Französisch für Dummies Das Pocketbuch by Samprit Chatterjee, Ali S. Hadi
Cover of the book Z.E.R.O. by Samprit Chatterjee, Ali S. Hadi
Cover of the book Head, Heart and Guts by Samprit Chatterjee, Ali S. Hadi
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy