Misclassification in Epidemiology

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Misclassification in Epidemiology

Probability and statistics Bayesian inference Data mining Expert systems / knowledge-based systems

Author: Tze-San Lee

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Collection: Emerging Topics in Statistics and Biostatistics

Language: English

Published by: Springer

Published on: 11th June 2026

Format: LCP-protected ePub

ISBN: 9783032125637


Introduction

This book examines the issues of misclassification in epidemiology. It includes some solutions to the old and new issues of misclassification in a variety of epidemiologic design studies.

Part I: Cross-Sectional Studies

The book is separated into five parts: Part I focuses on the misclassification in cross-sectional studies.

Part II: Cohort Studies

Part II concentrates on the misclassification in cohort studies.

Part III: Case-Control Studies

Part III investigates the misclassification in case-control studies.

Part IV: Hypothesis Testing

Part IV covers hypothesis testing of no misclassification.

Part V: Contingency Tables

Part V addresses the misclassification in contingency tables.

Target Audience

It could serve as a textbook for advanced undergraduate/graduate students in medical school or students majoring in the statistics department. It could also be used as a reference book for anyone interested in the research of misclassification in epidemiologic studies.

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