Wayne A. Fuller Measurement Error Models

ISBN 13: 9780470095713

Measurement Error Models

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9780470095713: Measurement Error Models
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The Wiley-Interscience Paperback Series consists of selected booksthat have been made more accessible to consumers in an effort toincrease global appeal and general circulation. With these newunabridged softcover volumes, Wiley hopes to extend the lives ofthese works by making them available to future generations ofstatisticians, mathematicians, and scientists.

"The effort of Professor Fuller is commendable . . . [the book]provides a complete treatment of an important and frequentlyignored topic. Those who work with measurement error models willfind it valuable. It is the fundamental book on the subject, andstatisticians will benefit from adding this book to theircollection or to university or departmental libraries."
-Biometrics

"Given the large and diverse literature on measurementerror/errors-in-variables problems, Fuller's book is most welcome.Anyone with an interest in the subject should certainly have thisbook."
-Journal of the American Statistical Association

"The author is to be commended for providing a completepresentation of a very important topic. Statisticians working withmeasurement error problems will benefit from adding this book totheir collection."
-Technometrics

" . . . this book is a remarkable achievement and the product ofimpressive top-grade scholarly work."
-Journal of Applied Econometrics

Measurement Error Models offers coverage of estimation forsituations where the model variables are observed subject tomeasurement error. Regression models are included with errors inthe variables, latent variable models, and factor models. Resultsfrom several areas of application are discussed, including recentresults for nonlinear models and for models with unequal variances.The estimation of true values for the fixed model, prediction oftrue values under the random model, model checks, and the analysisof residuals are addressed, and in addition, procedures areillustrated with data drawn from nearly twenty real data sets.

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From the Publisher:

This valuable book-length treatment of the field offers coverage of estimation for situations where the model variables are observed subject to measurement error. Included are regression models with errors in the variables, latent variable models, and factor models. Brings together results from several areas of application, including discussion of recent results for nonlinear models and for models with unequal variances. Also explained are the estimation of true values for the fixed model, prediction of true values under the random model, model checks, and the analysis of residuals. Procedures are illustrated with data drawn from nearly twenty real-data sets.

About the Author:

WAYNE A. FULLER, PhD, is Distinguished Professor Emeritus inthe Department of Economics at Iowa State University. He is aFellow of the American Statistical Association, EconometricSociety, and Institute of Mathematical Statistics, and he is also amember of the International Statistical Institute.

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ISBN 10:  0471861871 ISBN 13:  9780471861874
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