Plane Answers to Complex Questions

The Theory of Linear Models

AvRonald Christensen

Häftad, Engelska, 2013

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Beskrivning

This updated textbook provides a wide-ranging introduction to the use and theory of linear models for analyzing data. The author's emphasis is on providing a unified treatment of linear models, including analysis of variance models and regression models.

Produktinformation

Utgivningsdatum:2013-07-15
Mått:155 x 235 x 28 mm
Vikt:774 g
Format:Häftad
Språk:Engelska
Serie:Springer Texts in Statistics
Antal sidor:494
Upplaga:4
Förlag:Springer-Verlag New York Inc.
ISBN:9781461428855

Utforska kategorier

Matematisk statistik inom Naturvetenskap och teknik

Mer om författaren

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.

Recensioner i media

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)

Innehållsförteckning

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.-