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Activity Number:
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604
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Type:
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Contributed
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Date/Time:
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Thursday, August 6, 2009 : 10:30 AM to 12:20 PM
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Sponsor:
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Section on Physical and Engineering Sciences
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| Abstract - #303757 |
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Title:
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Functional Regression Using the 'fda' Package in R
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Author(s):
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Spencer Graves*+ and Giles Hooker and James O. Ramsay
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Companies:
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Productive Systems Engineering and Cornell University and McGill University
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Address:
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751 Emerson Ct. , San Jose, CA, 95126,
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Keywords:
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functional data analysis ; splines ; smoothing
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Abstract:
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Four examples of functional regression will be discussed: (1) scalar response with functional explanatory variable(s) with the response being the integral of the product of explanatory variable(s) and functional coefficient(s). (2) functional response with scalar explanatory variable(s) and functional coefficient(s). (3) functional response being the sum of functional explanatory variable(s) times concurrent functional coefficient(s). (4) functional response being an integral of a functional explanatory variable times a bivariate function coefficient kernel.
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