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Functional Data Analysis with R and MATLAB

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Cover of 'Functional Data Analysis with R and MATLAB'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction to Functional Data Analysis
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    Chapter 2 Essential Comparisons of the Matlab and R Languages
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    Chapter 3 How to Specify Basis Systems for Building Functions
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    Chapter 4 How to Build Functional Data Objects
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    Chapter 5 Smoothing: Computing Curves from Noisy Data
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    Chapter 6 Descriptions of Functional Data
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    Chapter 7 Exploring Variation: Functional Principal and Canonical Components Analysis
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    Chapter 8 Registration: Aligning Features for Samples of Curves
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    Chapter 9 Functional Linear Models for Scalar Responses
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    Chapter 10 Linear Models for Functional Responses
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    Chapter 11 Functional Models and Dynamics
Attention for Chapter 7: Exploring Variation: Functional Principal and Canonical Components Analysis
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