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      Book

      Measurement Error in Nonlinear Models
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      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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