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Plane Answers to Complex Questions: The Theory of Linear Models (Springer Texts in Statistics) (Paperback)

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Description


Introduction.- Estimation.- Testing.- One-Way ANOVA.- Multiple Comparison Techniques.- Regression Analysis.- Multifactor Analysis of Variance.- Experimental Design Models.- Analysis of Covariance.- General Gauss-Markov Models.- Split Plot Models.- Mixed Models and Variance Components.- Model Diagnostics.- Variable Selection.- Collinearity and Alternative Estimates.-

About the Author


Ronald Christensen is Professor of Statistics at the University of New Mexico, Fellow of the American Statistical Association (ASA) and the Institute of Mathematical Statistics, and former Chair of the ASA Section on Bayesian Statistical Science.

Product Details
ISBN: 9781461428855
ISBN-10: 1461428858
Publisher: Springer
Publication Date: July 15th, 2013
Pages: 494
Language: English
Series: Springer Texts in Statistics