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Functional Data Analysis with R and MATLAB

date: 7 июля 2009 / author: izograv / views: 4186 / comments: 0

Functional Data Analysis with R and MATLAB by J.O. Ramsay, Giles Hooker, and Spencer Graves



Scientists often collect samples of curves and other functional observations, and develop models where parameters are also functions. This volume in the "Use R! 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 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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