Measurement Error and Misclassification in Statistics and Epidemiology: Impacts and Bayesian Adjustments (Chapman & Hall/CRC Interdisciplinary Statistics Series)

Editor

Chapman and Hall/CRC 2003-09-25

Fecha de publicaci�n

2003

Idioma

Ingl�s

ISBN 10

1584883359

ISBN 13

9781584883357

Encuadernaci�n

Hardcover

Estado

New

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Sinopsis

Mismeasurement of explanatory variables is a common hazard when using statistical modeling techniques, and particularly so in fields such as biostatistics and epidemiology where perceived risk factors cannot always be measured accurately. With this perspective and a focus on both continuous and categorical variables, Measurement Error and Misclassification in Statistics and Epidemiology: Impacts and Bayesian Adjustments examines the consequences and Bayesian remedies in those cases where the explanatory variable cannot be measured with precision. The author explores both measurement error in continuous variables and misclassification in discrete variables, and shows how Bayesian methods might be used to allow for mismeasurement. A broad range of topics, from basic research to more complex concepts such as "wrong-model" fitting, make this a useful research work for practitioners, students and researchers in biostatistics and epidemiology."

Acerca del autor

Paul Gustafson (University of British Columbia, Vancouver, Canada) (Author)

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