Linear Models

ISBN-13: 9780471184997 / Angielski / Miękka / 1997 / 560 str.

Shayle Robert Searle; S. R. Searle

Opis

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.

Spis treści

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.

Index.