Book Detail
Edition: 1
Release: 2010-03-02
Publisher: Chapman and Hall/CRC
Binding: Hardcover
ISBN/ASIN: 1420066560
Format: hardcover, kindle, PDF, EPUB
Measurement Error pdf
Description
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 m Download Measurement Error for free via rapidshare, mediafire, 4shared, dropBox, uploading, fileserve
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