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Measurement Error and Misclassification in Statistics and Epidemiology: Impacts and Bayesian Adjustments

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Measurement Error and Misclassification in Statistics and Epidemiology: Impacts and Bayesian Adjustments - Gustafson, Paul
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This book addresses statistical challenges posed by inaccurately measuring explanatory variables, a common problem in biostatistics and epidemiology. The author explores both measurement error in continuous variables and misclassification in categorical variables. He also describes the circumstances in which it is necessary to explicitly adjust for imprecise covariates using the Bayesian approach and a Markov chain Monte Carlo algorithm. The book offers a mix of basic and more specialized topics and provides mathematical ...

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Measurement Error and Misclassification in Statistics and Epidemiology: Impacts and Bayesian Adjustments 2003, CRC Press, Oxford

ISBN-13: 9781584883357

UK edition

Hardcover