2009

Functional Data Analysis with R and MATLAB

Authors:

ISBN: 978-0-387-98184-0 (Print) 978-0-387-98185-7 (Online)

Table of contents (11 chapters)

  1. Front Matter

    Pages 1-10

  2. No Access

    Book Chapter

    Pages 1-19

    Introduction to Functional Data Analysis

  3. No Access

    Book Chapter

    Pages 21-27

    Essential Comparisons of the Matlab and R Languages

  4. No Access

    Book Chapter

    Pages 29-44

    How to Specify Basis Systems for Building Functions

  5. No Access

    Book Chapter

    Pages 45-58

    How to Build Functional Data Objects

  6. No Access

    Book Chapter

    Pages 59-82

    Smoothing: Computing Curves from Noisy Data

  7. No Access

    Book Chapter

    Pages 83-97

    Descriptions of Functional Data

  8. No Access

    Book Chapter

    Pages 99-115

    Exploring Variation: Functional Principal and Canonical Components Analysis

  9. No Access

    Book Chapter

    Pages 117-130

    Registration: Aligning Features for Samples of Curves

  10. No Access

    Book Chapter

    Pages 131-146

    Functional Linear Models for Scalar Responses

  11. No Access

    Book Chapter

    Pages 147-177

    Linear Models for Functional Responses

  12. No Access

    Book Chapter

    Pages 179-195

    Functional Models and Dynamics

  13. Back Matter

    Pages 197-208