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Nonparametric Smoothing and Lack-of-Fit Tests

Overview of attention for book
Cover of 'Nonparametric Smoothing and Lack-of-Fit Tests'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction
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    Chapter 2 Some Basic Ideas of Smoothing
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    Chapter 3 Statistical Properties of Smoothers
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    Chapter 4 Data-Driven Choice of Smoothing Parameters
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    Chapter 5 Classical Lack-of-Fit Tests
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    Chapter 6 Lack-of-Fit Tests Based on Linear Smoothers
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    Chapter 7 Testing for Association via Automated Order Selection
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    Chapter 8 Data-Driven Lack-of-Fit Tests for General Parametric Models
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    Chapter 9 Extending the Scope of Application
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    Chapter 10 Some Examples
Attention for Chapter 4: Data-Driven Choice of Smoothing Parameters
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