Title Statistical analysis of measurement error models and applications : proceedings of the AMS-IMS-SIAM joint summer research conference held June 10-16, 1989, with support from the National Science Foundation and the U.S. Army Research Office / Philip J. Brown and Wayne A. Fuller, editors

Published Providence, Rhode Island : American Mathematical Society, [1990] ©1990

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Description 1 online resource (262 pages) : illustrations Series Contemporary mathematics, 0271-4132 ; 112 Contemporary mathematics (American Mathematical Society) ; 112. Contents Contents -- Preface -- General Problems -- Some History of Functional and Structural Relationships -- Errors-in-Variables Regression Problems in Epidemiology -- Models with Latent Variables: LISREL Versus PLS -- Prediction of True Values for the Measurement Error Model -- Analysis of Residuals from Measurement Error Models -- Errors-in-Variables Estimation in the Presence of Serially Correlated Observations -- Nonlinear Models -- Improvements of the Naive Approach to Estimation in Nonlinear Errors-in-Variables Regression Models Structural Logistic Regression Measurement Error ModelsMeasurement Error Model Estimation Using Iteratively Weighted Least Squares -- Problematic Points in Nonlinear Calibration -- Instrumental Variable Estimation of the Nonlinear Measurement Error Model -- A Likelihood Ratio Test for Error Covariance Specification in Nonlinear Measurement Error Models -- Plotting Techniques for Errors-in-Variables Problems -- Computational Aspects -- Perturbation Theory and Least Squares with Errors in the Variables -- Orthogonal Distance Regression Computing Error Bounds for Regression ProblemsRobust Procedures -- Asymptotic Robustness of Normal Theory Methods for the Analysis of Latent Curves -- Bounded Influence Errors-in-Variables Regression -- Bounded Influence Estimation in the Errors-in-Variables Model Notes "The AMS-IMS-SIAM Joint Summer Research Conference in the Mathematical Sciences on Statistical Analysis of Measurement Error Models and Applications was held at Humboldt State University, Arcata, California ..."--Title page verso Print version record Subject Error analysis (Mathematics) -- Congresses Error analysis (Mathematics) Genre/Form Conference papers and proceedings Form Electronic book Author Brown, Philip J., 1944- editor. Fuller, Wayne A., editor American Mathematical Society, issuing body Institute of Mathematical Statistics, issuing body. Society for Industrial and Applied Mathematics, issuing body. ISBN 9780821877005 0821877003

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