Statistical Tests for Mixed Linear Models / Edition 1

Statistical Tests for Mixed Linear Models / Edition 1

by Andre I. Khuri, Thomas Mathew, Bimal K. Sinha
     
 

ISBN-10: 0471156531

ISBN-13: 9780471156536

Pub. Date: 01/29/1998

Publisher: Wiley

An advanced discussion of linear models with mixed or random effects.

In recent years a breakthrough has occurred in our ability to draw inferences from exact and optimum tests of variance component models, generating much research activity that relies on linear models with mixed and random effects. This volume covers the most important research of the

Overview

An advanced discussion of linear models with mixed or random effects.

In recent years a breakthrough has occurred in our ability to draw inferences from exact and optimum tests of variance component models, generating much research activity that relies on linear models with mixed and random effects. This volume covers the most important research of the past decade as well as the latest developments in hypothesis testing. It compiles all currently available results in the area of exact and optimum tests for variance component models and offers the only comprehensive treatment for these models at an advanced level.

Statistical Tests for Mixed Linear Models:

  • Combines analysis and testing in one self-contained volume.
  • Describes analysis of variance (ANOVA) procedures in balanced and unbalanced data situations.
  • Examines methods for determining the effect of imbalance on data analysis.
  • Explains exact and optimum tests and methods for their derivation.
  • Summarizes test procedures for multivariate mixed and random models.
  • Enables novice readers to skip the derivations and discussions on optimum tests. Offers plentiful examples and exercises, many of which are numerical in flavor.
  • Provides solutions to selected exercises.

Statistical Tests for Mixed Linear Models is an accessible reference for researchers in analysis of variance, experimental design, variance component analysis, and linear mixed models. It is also an important text for graduate students interested in mixed models.

Product Details

ISBN-13:
9780471156536
Publisher:
Wiley
Publication date:
01/29/1998
Series:
Wiley Series in Probability and Statistics Series, #319
Edition description:
New Edition
Pages:
384
Product dimensions:
6.42(w) x 9.49(h) x 0.93(d)

Table of Contents

Nature of Exact and Optimum Tests in Mixed Linear Models.

Balanced Random and Mixed Models.

Measures of Data Imbalance.

Unbalanced One-Way and Two-Way Random Models.

Random Models with Unequal Cell Frequencies in the Last Stage.

Tests in Unbalanced Mixed Models.

Recovery of Inter-Block Information.

Split-Plot Designs Under Mixed and Random Models.

Tests Using Generalized P-Values.

Multivariate Mixed and Random Models.

Appendix.

General Bibliography.

Indexes.

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