Functional Data Analysis with R and MATLAB (Use R!)

by James Ramsay, Giles Hooker, and Spencer Graves

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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

  • ISBN13 9780387981840
  • Publish Date 1 July 2009
  • Publish Status Active
  • Publish Country US
  • Imprint Springer-Verlag New York Inc.
  • Edition 2009 ed.
  • Format Paperback
  • Pages 202
  • Language English