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Academic & Professional Books  Reference  Data Analysis & Modelling  Data Analysis & Statistics

Statistical Regression with Measurement Error

Out of Print
By: John W Van Ness and Chi-Lun Cheng
262 pages, Figs, tabs
Publisher: Hodder Arnold
Statistical Regression with Measurement Error
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  • Statistical Regression with Measurement Error ISBN: 9780340614617 Hardback Dec 1999 Out of Print #105276
About this book Contents Related titles

About this book

Covering the field of statistics called measurement error models, this work includes a full discussion of functional and structural models as well as the more general ultrastructural model. The material is presented at a level appropriate for beginning graduate students and includes problems at the end of each chapter to aid learning. Computational methods are considered, and the rationale is to provide an intermediate level survey of the field of measurement error models without too much mathematical detail. Topics covered include: model identifiability; parameter estimation; confidence intervals; asymptotic theory; finite sample properties; orthogonal regression; modified lease squares methods; instrumental variable methods; the linear and non-linear Berkson Model; calibration; and computational methods.

Contents

Introduction to linear measurement error models; properties of estimates; modifying least squares and comparing model assumptions; non-normal models; multivariate models; nonlinear models; robust estimation in measurement error models; computational methods.

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Out of Print
By: John W Van Ness and Chi-Lun Cheng
262 pages, Figs, tabs
Publisher: Hodder Arnold
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