Measurement Error in Nonlinear Models: A Modern Perspective, Second Edition

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CRC Press, 21 juin 2006 - 488 pages
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It's been over a decade since the first edition of Measurement Error in Nonlinear Models splashed onto the scene, and research in the field has certainly not cooled in the interim. In fact, quite the opposite has occurred. As a result, Measurement Error in Nonlinear Models: A Modern Perspective, Second Edition has been revamped and ex
 

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Table des matières

INTRODUCTION
1
IMPORTANT CONCEPTS
25
LINEAR REGRESSION AND ATTENUATION
41
REGRESSION CALIBRATION
65
SIMULATION EXTRAPOLATION
97
INSTRUMENTAL VARIABLES
129
SCORE FUNCTION METHODS
151
LIKELIHOOD AND QUASILIKELIHOOD
181
NONPARAMETRIC ESTIMATION
279
SEMIPARAMETRIC REGRESSION
303
SURVIVAL DATA
319
RESPONSE VARIABLE ERROR
339
BACKGROUND MATERIAL
359
TECHNICAL DETAILS
385
References
413
Applications and Examples Index
439

BAYESIAN METHODS
205
HYPOTHESIS TESTING
243
LONGITUDINAL DATA AND MIXED MODELS
259
Author Index
441
Subject Index
447
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