Regression Analysis

Rudolf J. Freund, William J. Wilson, Ping Sa (Autoren)

Buch | Hardcover

480 Seiten

2006 | 2nd edition
Academic Press Inc (Verlag)
978-0-12-088597-8 (ISBN)

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Covers the classical methods of statistical analysis. This work is designed to give students an understanding of the purpose of statistical analyses, and to determine the correct type of statistical analyses to be performed in a given situation. It also includes a CD that contains Data sets.

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.

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.

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

Erscheint lt. Verlag	30.5.2006
Verlagsort	San Diego
Sprache	englisch
Maße	191 x 235 mm
Gewicht	1180 g
Themenwelt	Mathematik / Informatik ► Mathematik ► Analysis
Themenwelt	Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik
ISBN-10	0-12-088597-2 / 0120885972
ISBN-13	978-0-12-088597-8 / 9780120885978
Zustand	Neuware