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Book

Measurement Error in Nonlinear Models

Book

Measurement Error in Nonlinear Models

DOI link for Measurement Error in Nonlinear Models

Measurement Error in Nonlinear Models book

A Modern Perspective, Second Edition

Measurement Error in Nonlinear Models

DOI link for Measurement Error in Nonlinear Models

Measurement Error in Nonlinear Models book

A Modern Perspective, Second Edition
ByRaymond J. Carroll, David Ruppert, Leonard A. Stefanski, Ciprian M. Crainiceanu
Edition 2nd Edition
First Published 2006
eBook Published 21 June 2006
Pub. Location New York
Imprint Chapman and Hall/CRC
DOI https://doi.org/10.1201/9781420010138
Pages 488
eBook ISBN 9780429139635
Subjects Bioscience, Mathematics & Statistics
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Carroll, R.J., Ruppert, D., Stefanski, L.A., & Crainiceanu, C.M. (2006). Measurement Error in Nonlinear Models: A Modern Perspective, Second Edition (2nd ed.). Chapman and Hall/CRC. https://doi.org/10.1201/9781420010138

ABSTRACT

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

TABLE OF CONTENTS

chapter 1|24 pages

INTRODUCTION

chapter 2|16 pages

IMPORTANT CONCEPTS

chapter 3|24 pages

LINEAR REGRESSION AND ATTENUATION

chapter 4|32 pages

REGRESSION CALIBRATION

chapter 5|32 pages

SIMULATION EXTRAPOLATION

chapter 6|22 pages

INSTRUMENTAL VARIABLES

chapter 7|30 pages

SCORE FUNCTION METHODS

chapter 8|24 pages

LIKELIHOOD AND QUASILIKELIHOOD

chapter 9|38 pages

BAYESIAN METHODS

chapter 10|16 pages

HYPOTHESIS TESTING

chapter 11|20 pages

LONGITUDINAL DATA AND MIXED MODELS

chapter 12|24 pages

NONPARAMETRIC ESTIMATION

chapter 13|16 pages

SEMIPARAMETRIC REGRESSION

chapter 14|20 pages

SURVIVAL DATA

chapter 15|20 pages

RESPONSE VARIABLE ERROR

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