(Ebook) Linear Regression Analysis, Second Edition by George A. F. Seber, Alan J. Lee(auth.) ISBN 9780471415404, 9780471722199, 0471415405, 0471722197

(Ebook) Linear Regression Analysis, Second Edition by George A. F. Seber, Alan J. Lee(auth.) ISBN 9780471415404, 9780471722199, 0471415405, 0471722197

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.Content:
Chapter 1 Vectors of Random Variables (pages 1–16):
Chapter 2 Multivariate Normal Distribution (pages 17–33):
Chapter 3 Linear Regression: Estimation and Distribution Theory (pages 35–95):
Chapter 4 Hypothesis Testing (pages 97–118):
Chapter 5 Confidence Intervals and Regions (pages 119–137):
Chapter 6 Straight?Line Regression (pages 139–163):
Chapter 7 Polynomial Regression (pages 165–185):
Chapter 8 Analysis of Variance (pages 187–226):
Chapter 9 Departures from Underlying Assumptions (pages 227–263):
Chapter 10 Departures from Assumptions: Diagnosis and Remedies (pages 265–328):
Chapter 11 Computational Algorithms for Fitting a Regression (pages 329–389):
Chapter 12 Prediction and Model Selection (pages 391–456):