Information Criteria and Statistical Modeling

Authors:

ISBN: 978-0-387-71886-6 (Print) 978-0-387-71887-3 (Online)

Table of contents (10 chapters)

  1. Front Matter

    Pages i-xii

  2. No Access

    Chapter

    Pages 1-8

    Concept of Statistical Modeling

  3. No Access

    Chapter

    Pages 9-28

    Statistical Models

  4. No Access

    Chapter

    Pages 29-74

    Information Criterion

  5. No Access

    Chapter

    Pages 75-106

    Statistical Modeling by AIC

  6. No Access

    Chapter

    Pages 107-138

    Generalized Information Criterion (GIC)

  7. No Access

    Chapter

    Pages 139-165

    Statistical Modeling by GIC

  8. No Access

    Chapter

    Pages 167-185

    Theoretical Development and Asymptotic Properties of the GIC

  9. No Access

    Chapter

    Pages 187-209

    Bootstrap Information Criterion

  10. No Access

    Chapter

    Pages 211-237

    Bayesian Information Criteria

  11. No Access

    Chapter

    Pages 239-254

    Various Model Evaluation Criteria

  12. Back Matter

    Pages 255-273