Measurement Error PDF Download. Download free ebook of Measurement Error in PDF format or read online by John P. Buonaccorsi 9781420066586 Published on 2010-03-02 by CRC Press
Over the last 20 years, comprehensive strategies for treating measurement error in complex models and accounting for the use of extra data to estimate measurement error parameters have emerged. Focusing on both established and novel approaches, Measurement Error: Models, Methods, and Applications provides an overview of the main techniques and illustrates their application in various models. It describes the impacts of measurement errors on naive analyses that ignore them and presents ways to correct for them across a variety of statistical models, from simple one-sample problems to regression models to more complex mixed and time series models. The book covers correction methods based on known measurement error parameters, replication, internal or external validation data, and, for some models, instrumental variables. It emphasizes the use of several relatively simple methods, moment corrections, regression calibration, simulation extrapolation (SIMEX), modified estimating equation methods, and likelihood techniques. The author uses SAS-IML and Stata to implement many of the techniques in the examples. Accessible to a broad audience, this book explains how to model measurement error, the effects of ignoring it, and how to correct for it. More applied than most books on measurement error, it describes basic models and methods, their uses in a range of application areas, and the associated terminology.
This Book was ranked at 13 by Google Books for keyword Measurement.
Book ID of Measurement Error's Books is QVtVmaCqLHMC, Book which was written by John P. Buonaccorsi have ETAG "ueYo8coAJhw"
Book which was published by CRC Press since 2010-03-02 have ISBNs, ISBN 13 Code is 9781420066586 and ISBN 10 Code is 1420066587
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Book which have "464 Pages" is Printed at BOOK under CategoryMathematics
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