Generalizability Theory / Edition 1

by Robert L. Brennan

Overview

Generalizability theory offers an extensive conceptual framework and a powerful set of statistical procedures for characterizing and quantifying the fallibility of measurements. Robert Brennan, the author, has written the most comprehensive and up-to-date treatment of generalizability theory. The book provides a synthesis of those parts of the statistical literature that are directly applicable to generalizability theory. The principal intended audience is measurement practitioners and graduate students in the behavioral and social sciences, although a few examples and references are provided from other fields. Readers will benefit from some familiarity with classical test theory and analysis of variance, but the treatment of most topics does not presume specific background.

Product Details

ISBN-13:	9780387952826
Publisher:	Springer New York
Publication date:	08/09/2001
Series:	Statistics for Social and Behavioral Sciences
Edition description:	2001
Pages:	538
Product dimensions:	6.20(w) x 9.40(h) x 1.40(d)

Table of Contents

Introduction * Single-facet Designs * Multifacet Universes of Admissible Observations and G Study Designs * Multifacet Universes of Generalization and D Study Designs * Advanced Topics in Univariate Generalizability Theory * Variability of Statistics in Generalizability Theory * Unbalanced Random Effects Designs * Unbalanced Random Effects Designs—Examples * Multivariate G Studies * Multivariate D Studies * Multivariate Regressed Scores

Editorial Reviews

From the reviews:

The book provides a comprehensive and up-to-date treatment of generalizability theory. It provides a synthesis of those parts of the statistical literature that are directly applicable to generalizability theory." Mathematical Reviews

"...This book belongs in every measurement specialist's reference collection, as a resource to which to turn for insight into virtually any question about GT, whether it deals with univariate or multivariate applications. There is simply nowhere else to get such a comprehensive presentation of the theory." Psychometrika

"This book fills a need for up-to-date presentation, critical review, and analysis of issues in generalizability theory, particularly in multivariate generalizability theory. Brennan has for many years been at the forefront of research and development in generalizability theory and he provides a well-written, thoughtful, focused analysis of recent issues. I would highly recommend this book to anyone seriously interested in learning about generalizability theory. It is an excellent resource for anyone wanting to use generalizability theory in research … ." (Laura L. B. Barnes, Journal of Education Measurement, 2002)

From the Publisher