Introduction to Empirical Processes and Semiparametric Inference

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ISBN: 978-0-387-74977-8 (Print) 978-0-387-74978-5 (Online)

Table of contents (22 chapters)

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  1. Front Matter

    Pages i-xiv

  2. Overview

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      Book Chapter

      Pages 3-7

      Introduction

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      Book Chapter

      Pages 9-33

      An Overview of Empirical Processes

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      Book Chapter

      Pages 35-48

      Overview of Semiparametric Inference

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      Book Chapter

      Pages 49-73

      Case Studies I

  3. Empirical Processes

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      Book Chapter

      Pages 77-79

      Introduction to Empirical Processes

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      Book Chapter

      Pages 81-102

      Preliminaries for Empirical Processes

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      Book Chapter

      Pages 103-126

      Stochastic Convergence

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      Book Chapter

      Pages 127-153

      Empirical Process Methods

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      Book Chapter

      Pages 155-178

      Entropy Calculations

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      Book Chapter

      Pages 179-205

      Bootstrapping Empirical Processes

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      Book Chapter

      Pages 207-233

      Additional Empirical Process Results

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      Book Chapter

      Pages 235-250

      The Functional Delta Method

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      Book Chapter

      Pages 251-262

      Z-Estimators

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      Book Chapter

      Pages 263-282

      M-Estimators

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      Book Chapter

      Pages 283-316

      Case Studies II

  4. Semiparametric Inference

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      Book Chapter

      Pages 319-321

      Introduction to Semiparametric Inference

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      Book Chapter

      Pages 323-332

      Preliminaries for Semiparametric Inference

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      Book Chapter

      Pages 333-347

      Semiparametric Models and Efficiency

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      Book Chapter

      Pages 349-377

      Efficient Inference for Finite-Dimensional Parameters

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      Book Chapter

      Pages 379-395

      Efficient Inference for Infinite-Dimensional Parameters

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