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Linear Models

ISBN: 978-0-471-18499-7
560 pages
March 1997
Linear Models (0471184993) cover image


This 1971 classic on linear models is once again available--as a Wiley Classics Library Edition. It features material that can be understood by any statistician who understands matrix algebra and basic statistical methods.
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Table of Contents

Generalized Inverse Matrices.

Distributions and Quadratic Forms.

Regression, or the Full Rank Model.

Introducing Linear Models: Regression on Dummy Variables.

Models Not of Full Rank.

Two Elementary Models.

The 2-Way Crossed Classification.

Some Other Analyses.

Introduction to Variance Components.

Methods of Estimating Variance Components from Unbalanced Data.

Variance Component Estimation from Unbalanced Data: Formulae.

Literature Cited.

Statistical Tables.

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