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OverviewRegression 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. Full Product DetailsAuthor: Rudolf J. Freund (Texas A&M University, USA) , William J. Wilson (University of North Florida, Jacksonville, FL, USA) , Ping Sa (University of North Florida)Publisher: Elsevier Science Publishing Co Inc Imprint: Academic Press Inc Edition: 2nd edition Dimensions: Width: 19.10cm , Height: 3.20cm , Length: 23.50cm Weight: 1.180kg ISBN: 9780120885978ISBN 10: 0120885972 Pages: 480 Publication Date: 30 May 2006 Audience: College/higher education , Tertiary & Higher Education Format: Hardback Publisher's Status: Active Availability: Awaiting stock The supplier is currently out of stock of this item. It will be ordered for you and placed on backorder. Once it does come back in stock, we will ship it out for you. Table of Contents1. 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 ProceduresReviews...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 ...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 Author InformationRudolf J. Freund works at Texas A&M University in the USA. William J. Wilson works at University of North Florida in Jacksonville, FL, USA. Tab Content 6Author Website:Countries AvailableAll regions |
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