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S+Functional Data Analysis
ISBN-13:
9780387283937
Veröffentl:
2006
Seiten:
192
Autor:
Douglas B. Clarkson
eBook Typ:
PDF
eBook Format:
EPUB
Kopierschutz:
1 - PDF Watermark
Sprache:
Englisch
Beschreibung:
S+Functional Data Analysis is the first commercial object oriented package for exploring, modeling, and analyzing functional data. Functional data analysis (FDA) handles longitudinal data and treats each observation as a function of time (or other variable). The functions are related. The goal is to analyze a sample of functions instead of a sample of related points.
"S+Functional Data Analysis is the first commercial object oriented package for exploring, modeling, and analyzing functional data. Functional data analysis (FDA) handles longitudinal data and treats each observation as a function of time (or other variable). The functions are related. The goal is to analyze a sample of functions instead of a sample of related points.
Basis Objects and Operations.- Functional Data Objects and Operations.- Linear Differential Operators and Smoothing.- Functional Registration.- Functional Linear Models.- Functional Generalized Linear Models.- Functional Principal Components.- Canonical Correlation.- Functional Cluster Analysis.- Principal Differential Analysis.
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