Regression Analysis
2nd Edition
Published on 30. May 2006
Book
Paperback/Softback
480 pages
978-0-12-088597-8 (ISBN)
Description
Regression Analysis provides complete coverage of the classical methods of statistical analysis. It is designed to give students an understanding of the purpose of statistical analyses, to allow the student to determine, at least to some degree, the correct type of statistical analyses to be performed in a given situation, and have some appreciation of what constitutes good experimental design.
Reviews / Votes
"...is well-written , well-organized, and succeeds in making regression analysis understandable, without being overly technical." --Donice McCune, Stephen F. Austin University"I would say that this book is excellent from both a pedagogical perspective and a learning perspective (by the student). The instructor will enjoy discussing various concepts and then illustrating the concepts through the thorough examples. 6. This textbook will help give the students additional mathematical maturity for handling other statistics courses, especially applied courses like Analysis of Variance." --Steven Garren, James Madison University
More details
Edition
2nd edition
Language
English
Place of publication
San Diego
United States
Publishing group
Elsevier Science Publishing Co Inc
Target group
College/higher education
Because of the universal appeal of statistics and statistical methodology, most graduate programs include as part of their curriculum one or two course in statistical methods. In addition, undergraduate students majoring in mathematics or statistics are required or encouraged to take courses in statistical methods. This book is intended to serve as a text for such courses. The book requires no mathematics beyond algebra, however, mathematically oriented students will still find the material in the text challenging.
Edition type
New edition
Illustrations
Approx. 100 illustrations
Dimensions
Height: 239 mm
Width: 208 mm
Thickness: 32 mm
Weight
1170 gr
ISBN-13
978-0-12-088597-8 (9780120885978)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions
Rudolf J. Freund | William J. Wilson | Ping Sa
Regression Analysis
E-Book
05/2006
2nd Edition
Academic Press
€78.95
Available for download
Rudolf Jakob Freund | Ping Sa | William J. Wilson
Regression Analysis
Book
04/2006
2nd Edition
Academic Press
€119.35
Shipment within 15-20 days
Previous edition
Book
01/1998
Academic Press
€74.27
Article exhausted; check for reprint
Persons
Rudolf J. Freund works at Texas A&M University in the USA. William J. Wilson works at University of North Florida in Jacksonville, FL, USA.
Content
1. The Analysis of Means: A Review of Basics and an Introduction to Linear Models
2. Simple Linear Regression:Linear Regression with One Independent Variable
3. Multiple Regression
4. Problems with Observations
5. Multicollinearity
6. Problems with the Model
7. Curve Fitting
8. Introduction to Nonlinear Models
9. Indicator Variables
10. Categorical Response Variables
11. Generalized Linear Models
Appendix
A: Statistical Tables
B: A Brief Introduction to Matrices
C: Estimation Procedures
2. Simple Linear Regression:Linear Regression with One Independent Variable
3. Multiple Regression
4. Problems with Observations
5. Multicollinearity
6. Problems with the Model
7. Curve Fitting
8. Introduction to Nonlinear Models
9. Indicator Variables
10. Categorical Response Variables
11. Generalized Linear Models
Appendix
A: Statistical Tables
B: A Brief Introduction to Matrices
C: Estimation Procedures