Linear Models

著者名：Searle, Shayle R.

Wiley-Interscience（2012/09/04発売）

• 言語：ENG
• ISBN：9780471769507
• eISBN：9781118491768

Description

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.

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 UnbalancedData.

Variance Component Estimation from Unbalanced Data: Formulae.

Literature Cited.

Statistical Tables.

Index.