Measurement Error In Nonlinear Models 2

Measurement Error In Nonlinear Models 2
pdf | 5.44 MB | English | Isbn:978-0412047213 | Author: Raymond J. Carroll | PAge: 455 | Year: 1995


Description:

This monograph provides an up-to-date discussion of analysis strategies for regression problems in which predictor variables are measured with errors. The analysis of nonlinear regression models includes generalized linear models, transform-both-sides models and quasilikelihood and variance function problems. The text concentrates on the general ideas and strategies of estimation and inference rather than being concerned with a specific problem. Measurement error occurs in many fields, such as biometry, epidemiology and economics. In particular, the book contains a large number of epidemiological examples. An outline of strategies for handling progressively more difficult problems is also provided.

Category:Scientific Measurement, Biostatistics