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Linear models in statistics

Author: Alvin C Rencher; G Bruce Schaalje
Publisher: Hoboken, N.J. : Wiley-Interscience, ©2008.
Edition/Format:   Book : English : 2nd edView all editions and formats
Database:WorldCat
Summary:

This new edition discusses classical linear models from a matrix algebra perspective, making the subject easily accessible to readers encountering linear models for the first time. It provides a  Read more...

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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Alvin C Rencher; G Bruce Schaalje
ISBN: 9780471754985 0471754986
OCLC Number: 144331522
Description: xvi, 672 p. : ill. ; 25 cm.
Contents: Matrix algebra --
Random vectors and matrices --
Multivariate normal distribution --
Distribution of quadratic forms in y --
Simple linear regression --
Multiple regression : estimation --
Multiple regression : tests of hypotheses and confidence intervals --
Multiple regression : model validation and diagnostics --
Multiple regression : random x's --
Multiple regression : Bayesian inference --
Analysis-of-variance models --
One-way analysis-of-variance : balanced case --
Two-way analysis-of-variance : balanced case --
Analysis-of-variance : the cell mean model for unbalanced data --
Analysis-of-covariance --
Linear mixed models --
Additional models.
Responsibility: Alvin C. Rencher and G. Bruce Schaalje.
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"This indeed clearly written book will do great service for advanced undergraduate and also for PhD students." (International Statistical Review, Dec 2008) "This well-written book represents Read more...

 
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