Functional Data Analysis with R and MATLAB

Functional Data Analysis with R and MATLAB
Author: James Ramsay
Publisher: Springer Science & Business Media
Total Pages: 213
Release: 2009-06-29
Genre: Computers
ISBN: 0387981853


Download Functional Data Analysis with R and MATLAB Book in PDF, Epub and Kindle

The book provides an application-oriented overview of functional analysis, with extended and accessible presentations of key concepts such as spline basis functions, data smoothing, curve registration, functional linear models and dynamic systems Functional data analysis is put to work in a wide a range of applications, so that new problems are likely to find close analogues in this book The code in R and Matlab in the book has been designed to permit easy modification to adapt to new data structures and research problems


Functional Data Analysis with R and MATLAB
Language: en
Pages: 213
Authors: James Ramsay
Categories: Computers
Type: BOOK - Published: 2009-06-29 - Publisher: Springer Science & Business Media

GET EBOOK

The book provides an application-oriented overview of functional analysis, with extended and accessible presentations of key concepts such as spline basis funct
Introduction to Functional Data Analysis
Language: en
Pages: 371
Authors: Piotr Kokoszka
Categories: Mathematics
Type: BOOK - Published: 2017-09-27 - Publisher: CRC Press

GET EBOOK

Introduction to Functional Data Analysis provides a concise textbook introduction to the field. It explains how to analyze functional data, both at exploratory
Functional Data Analysis
Language: en
Pages: 317
Authors: James Ramsay
Categories: Mathematics
Type: BOOK - Published: 2013-11-11 - Publisher: Springer Science & Business Media

GET EBOOK

Included here are expressions in the functional domain of such classics as linear regression, principal components analysis, linear modelling, and canonical cor
Applied Functional Data Analysis
Language: en
Pages: 194
Authors: J.O. Ramsay
Categories: Mathematics
Type: BOOK - Published: 2007-11-23 - Publisher: Springer

GET EBOOK

This book contains the ideas of functional data analysis by a number of case studies. The case studies are accessible to research workers in a wide range of dis
Analysis of Variance for Functional Data
Language: en
Pages: 406
Authors: Jin-Ting Zhang
Categories: Mathematics
Type: BOOK - Published: 2013-06-18 - Publisher: CRC Press

GET EBOOK

Despite research interest in functional data analysis in the last three decades, few books are available on the subject. Filling this gap, Analysis of Variance