Statistical Analysis with Measurement Error or Misclassification Strategy, Method and Application /

• Main Author: Yi, Grace Y. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York : Imprint: Springer, 2017.
• Series: Springer Series in Statistics,
• Subjects: Statistics.; Epidemiology.; Biostatistics.; Statistical Theory and Methods.; Statistics for Life Sciences, Medicine, Health Sciences.

This monograph on measurement error and misclassification covers a broad range of problems and emphasizes unique features in modeling and analyzing problems arising from medical research and epidemiological studies. Many measurement error and misclassification problems have been addressed in various...

Table of Contents:

• Inference Framework and Method
• Measurement Error and Misclassification: Introduction
• Survival Data with Measurement Error
• Recurrent Event Data with Measurement Error
• Longitudinal Data with Covariate Measurement Error
• Multi-State Models with Error-Prone Data
• Case-Control Studies with Measurement Error or Misclassification
• Analysis with Error in Responses
• Miscellaneous Topics
• Appendix
• References. .