Linear Regression Analysis

Informationen zum Autor GEORGE A. F. SEBER, PhD, is Professor Emeritus of Statistics at the University of Auckland, New Zealand. ALAN J. LEE, PhD, is the Chairman of the Department of Statistics at the University of Auckland. Klappentext 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. Zusammenfassung Requiring no specialized knowledge beyond a good grasp of matrix algebra and some acquaintance with straight line regression and simple analysis of variance models, this work covers the diagnostics and methods of model fitting. Inhaltsverzeichnis Preface. Vectors of Random Variables. Multivariate Normal Distribution. Linear Regression: Estimation and Distribution Theory. Hypothesis Testing. Confidence Intervals and Regions. Straight-Line Regression. Polynomial Regression. Analysis of Variance. Departures from Underlying Assumptions. Departures from Assumptions: Diagnosis and Remedies. Computational Algorithms for Fitting a Regression. Prediction and Model Selection. Appendix A. Some Matrix Algebra. Appendix B. Orthogonal Projections. Appendix C. Tables. Outline Solutions to Selected Exercises. References. Index.

Dettagli sul prodotto

• Autori: Alan J Lee, Alan J. Lee, Alan J. (University of Auckland Lee, Lee Alan J., George A F Seber, George A. F. Seber, George A. F. (University of Auckland Seber, SEBER G A F LEE ALAN J, Seber George A. F.
• Editore: Wiley, John and Sons Ltd
• Lingue: Inglese
• Formato: Copertina rigida
• Pubblicazione: 25.02.2003
• EAN: 9780471415404
• ISBN: 978-0-471-41540-4
• Pagine: 592
• Serie: Wiley Series in Probability and Statistics
• Categorie: Scienze naturali, medicina, informatica, tecnica > Matematica > Teoria delle probabilità, stocastica, statistica matematica; Statistik, Regressionsanalyse, Statistics, Angew. Wahrscheinlichkeitsrechn. u. Statistik / Modelle, Applied Probability & Statistics - Models, Regression Analysis, Modell (Math.)