Linear Regression Analysis 2nd Edition by George Seber, Alan Lee 0471722197 9780471722199

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Product details:

ISBN 10: 0471722197 

ISBN 13: 9780471722199

Author: George A. F. Seber, Alan J. Lee

Concise, mathematically clear, and comprehensive treatment of the subject. * Expanded coverage of diagnostics and methods of model fitting. * Requires no specialized knowledge beyond a good grasp of matrix algebra and some acquaintance with straight-line regression and simple analysis of variance models. * More than 200 problems throughout the book plus outline solutions for the exercises. * This revision has been extensively class-tested.

Table of contents:

1. Vectors of Random Variables

2. Multivariate Normal Distribution

3. Linear Regression: Estimation and Distribution Theory

4. Hypothesis Testing

5. Confidence Intervals and Regions

6. Straight-Line Regression

7. Polynomial Regression

8. Analysis of Variance

9. Departures from Underlying Assumptions

10. Departures from Assumptions: Diagnosis and Remedies

11. Computational Algorithms for Fitting a Regression

12. Prediction and Model Selection

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Tags: George Seber, Alan Lee, Linear, Regression