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Functional Data Analysis with R and MATLAB by James Ramsay, Giles Hooker, Spencer Graves

Functional Data Analysis with R and MATLAB

by James Ramsay , Giles Hooker , Spencer Graves
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Book cover type: Paperback
  • ISBN13: 9780387981840
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Publication Date:
  • Pages: 202
  • Original Price: GBP 59.99
  • Language: English
  • Edition: 2009
  • Item Weight: 318 grams
  • BISAC Subject(s): Probability & Statistics / Multivariate Analysis

Scientists often collect samples of curves and other functional observations, and develop models where parameters are also functions. This volume in the UseR! Series is aimed at a wide range of readers, and especially those who would like apply these techniques to their research problems. It complements Functional Data Analysis, Second Edition and Applied Functional Data Analysis: Methods and Case Studies by providing computer code in both the R and Matlab languages for a set of data analyses that showcase functional data analysis techniques. The authors make it easy to get up and running in new applications by adapting the code for the examples, and by being able to access the details of key functions within these pages. This book is accompanied by additional web-based support at http: //www.functionaldata.org for applying existing functions and developing new ones in either language. The companion 'fda' package for R includes script files to reproduce nearly all the examples in the book including all but one of the 76 figures.

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