Smoothing Spline ANOVA Models

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

Table of contents (10 chapters)

  1. Front Matter

    Pages i-xviii

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  2. No Access

    Book Chapter

    Pages 1-21

    Introduction

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  3. No Access

    Book Chapter

    Pages 23-60

    Model Construction

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    Book Chapter

    Pages 61-123

    Regression with Gaussian-Type Responses

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    Book Chapter

    Pages 125-173

    More Splines

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    Book Chapter

    Pages 175-214

    Regression with Responses from Exponential Families

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    Book Chapter

    Pages 215-236

    Regression with Correlated Responses

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    Book Chapter

    Pages 237-284

    Probability Density Estimation

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    Book Chapter

    Pages 285-318

    Hazard Rate Estimation

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    Book Chapter

    Pages 319-350

    Asymptotic Convergence

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    Book Chapter

    Pages 351-385

    Penalized Pseudo Likelihood

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  12. Back Matter

    Pages 387-433

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