Nonparametric and Semiparametric Models

ISBN: 978-3-642-62076-8 (Print) 978-3-642-17146-8 (Online)

Table of contents (9 chapters)

  1. Front Matter

    Pages I-XXVII

  2. Introduction

    1. No Access

      Book Chapter

      Pages 1-18

      Introduction

  3. Nonparametric Models

    1. Front Matter

      Pages 19-19

    2. No Access

      Book Chapter

      Pages 21-38

      Histogram

    3. No Access

      Book Chapter

      Pages 39-83

      Nonparametric Density Estimation

    4. No Access

      Book Chapter

      Pages 85-141

      Nonparametric Regression

  4. Semiparametric Models

    1. Front Matter

      Pages 143-143

    2. No Access

      Book Chapter

      Pages 145-165

      Semiparametric and Generalized Regression Models

    3. No Access

      Book Chapter

      Pages 167-188

      Single Index Models

    4. No Access

      Book Chapter

      Pages 189-209

      Generalized Partial Linear Models

    5. No Access

      Book Chapter

      Pages 211-251

      Additive Models and Marginal Effects

    6. No Access

      Book Chapter

      Pages 253-277

      Generalized Additive Models

  5. Back Matter

    Pages 279-300