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Nonparametric Functional Data Analysis : Theory and Practice

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Cover of 'Nonparametric Functional Data Analysis : Theory and Practice'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction to Functional Nonparametric Statistics
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    Chapter 2 Some Functional Datasets and Associated Statistical Problematics
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    Chapter 3 What is a Well-Adapted Space for Functional Data?
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    Chapter 4 Local Weighting of Functional Variables
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    Chapter 5 Functional Nonparametric Prediction Methodologies
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    Chapter 6 Some Selected Asymptotics
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    Chapter 7 Computational Issues
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    Chapter 8 Functional Nonparametric Supervised Classification
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    Chapter 9 Functional Nonparametric Unsupervised Classification
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    Chapter 10 Mixing, Nonparametric and Functional Statistics
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    Chapter 11 Some Selected Asymptotics
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    Chapter 12 Application to Continuous Time Processes Prediction
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    Chapter 13 Small Ball Probabilities and Semi-metrics
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    Chapter 14 Some Perspectives
Attention for Chapter 5: Functional Nonparametric Prediction Methodologies
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