Book Volume 297 2013

Smoothing Spline ANOVA Models

Authors:

ISBN: 978-1-4614-5368-0 (Print) 978-1-4614-5369-7 (Online)

Table of contents (10 chapters)

  1. Front Matter

    Pages i-xviii

  2. No Access

    Chapter

    Pages 1-21

    Introduction

  3. No Access

    Chapter

    Pages 23-60

    Model Construction

  4. No Access

    Chapter

    Pages 61-123

    Regression with Gaussian-Type Responses

  5. No Access

    Chapter

    Pages 125-173

    More Splines

  6. No Access

    Chapter

    Pages 175-214

    Regression with Responses from Exponential Families

  7. No Access

    Chapter

    Pages 215-236

    Regression with Correlated Responses

  8. No Access

    Chapter

    Pages 237-284

    Probability Density Estimation

  9. No Access

    Chapter

    Pages 285-318

    Hazard Rate Estimation

  10. No Access

    Chapter

    Pages 319-350

    Asymptotic Convergence

  11. No Access

    Chapter

    Pages 351-385

    Penalized Pseudo Likelihood

  12. Back Matter

    Pages 387-433