Ronald Christensen

Plane Answers to Complex Questions (eBook, PDF)

The Theory of Linear Models

• Format: PDF

Produktbeschreibung

This book contains several changes from past editions including a new section that introduces generalized linear models. It will be of interest to researchers and graduate students in pure and applied statistics.

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Produktdetails

• Verlag: Springer New York
• Seitenzahl: 476
• Erscheinungstermin: 9. März 2013
• Englisch
• ISBN-13: 9780387215440
• Artikelnr.: 43999620

Autorenporträt

Ronald Christensen is a Professor of Statistics at the University of New Mexico, Fellow of the American Statistical Association (ASA) and the Institute of Mathematical Statistics, former Chair of the ASA Section on Bayesian Statistical Science and former Editor of The American Statistician. His book publications include Advanced Linear Modeling (Springer, new edition forthcoming), Log-Linear Models and Logistic Regression (Springer 1997), Analysis of Variance, Design, and Regression (1996, 2016), and  Bayesian Ideas and Data Analysis (2010, with Johnson, Branscum and Hanson).

Inhaltsangabe

1. Introduction.- 2. Estimation.- 3. Testing.- 4. One-Way ANOVA.- 5. Multiple Comparison Techniques.- 6. Regression Analysis.- 7. Multifactor Analysis of Variance.- 8. Experimental Design Models.- 9. Analysis of Covariance.- 10. General Gauss-Markov Models.- 11. Split Plot Models.- 12. Model Diagnostics.- 13. Collinearity and Alternative Estimates.- 14. Variable Selection.- Appendix A - 6.- References.- Index.- Author Index.

Rezensionen

From the reviews of the fourth edition:
"Researchers and students interested in linear statistical models. ... I admire Christensen's very personal and somehow easy-going writing style. ... All in all, Christensen's fourth edition is an excellent course and reference book ... ." (Simo Puntanen, International Statistical Review, Vol. 79 (3), 2011)