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Measurement Error And Misclassification In Statistics And Epidemiology: Impacts And Bayesian Adjustments

Measurement Error And Misclassification In Statistics And Epidemiology: Impacts And Bayesian Adjustments

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  • ISBN:9781584883357
  • Editorial: Chapman & Hall Co.
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  • Dimensiones: 0 cm x 0 cm
  • Nº Pág.:224
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This book addresses the challenge of accurately 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 such as "wrong-model" fitting. Mathematical details are featured in the final sections of each chapter. Because of its dual approach, the book is a useful reference for biostatisticians, epidemiologists, and students.

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