Plane Answers to Complex Questions

Name: Plane Answers to Complex Questions
Brand: Springer-Verlag New York Inc.
SKU: 9781441929716
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The Theory of Linear Models

Szerző: Ronald Christensen

Nyelv:

Kötés: Puha kötésű

Kiadó: Springer-Verlag New York Inc.

Elérhetőség: Beszállítói készleten

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This textbook provides a wide-ranging introduction to the use and theory of linear models for analyz...

Információk a könyvről

Szerző

Ronald Christensen

Nyelv

Angol

Kötés

Könyv - Puha kötésű

Kiadva

2010

oldal

476

EAN

9781441929716

ISBN

1441929711

Enbook ID

05256982

Kiadó

Springer-Verlag New York Inc.

Súly

1530

Méretek

155 x 27 x 26

Teljes leírás

This 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, based on projections, orthogonality, and other vector space ideas. Every chapter comes with numerous exercises and examples that make it ideal for a graduate-level course. §All of the standard topics are covered in depth: ANOVA, estimation including Bayesian estimation, hypothesis testing, multiple comparisons, regression analysis, and experimental design models. In addition, the book covers topics that are not usually treated at this level, but which are important in their own right: balanced incomplete block designs, testing for lack of fit, testing for independence, models with singular covariance matrices, variance component estimation, best linear and best linear unbiased prediction, collinearity, and variable selection. This new edition includes discussion of identifiability and its relationship to estimability, different approaches to the theories of testing parametric hypotheses and analysis of covariance, additional discussion of the geometry of least squares estimation and testing, new discussion of models for experiments with factorial treatment structures, and a new appendix on possible causes for getting test statistics that are so small as to be suspicious. §Ronald Christensen is a Professor of Statistics at the University of New Mexico. He is a Fellow of the American Statistical Association and the Institute of Mathematical Statistics.

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Plane Answers to Complex Questions

The Theory of Linear Models

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