Measurement error in nonlinear models: a modern perspective

Guide to Notation Introduction The Double/Triple-Whammy of Measurement Error Classical Measurement Error A Nutrition Example Measurement Error Examples Radiation Epidemiology and Berkson Errors Classical Measurement Error Model Extensions Other Examples of Measurement Error Models Checking The Classical Error Model Loss of Power A Brief Tour Bibliographic Notes Important Concepts Functional and Structural Models Models for Measurement Error Sources of Data Is There an Exact Predictor? What is Truth? Differential and Nondifferential Error Prediction Bibliographic Notes Linear Regression and Attenuation Introduction Bias Caused by Measurement Error Multiple and Orthogonal Regression Correcting for Bias Bias…