GPCSIV: GPCSIV, Generalized Principal Component of Symbolic Interval variables

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This package implements an extension of principal component analysis (PCA) tailored to handle multiple data tables. It can handle Big Data in the sense that the variation in massive data can be described by intervals [a, b] and multiple tables.

Author
Brahim Brahim and Sun Makosso-Kallyth <sun.makosso-kallyth@crchuq.ulaval.ca>
Date of publication
2013-09-15 09:53:08
Maintainer
Brahim Brahim <brahim.brahim@bigdatavisualizations.com>
License
GPL (>= 2)
Version
0.1.0

View on CRAN

Man pages

gpca
Main function gpca, Generalized Principal Component of...
GPCSIV
Generalized Principal Component of Symbolic Interval...
Judge1
GPCSIV, dataset Judge 1
Judge2
GPCSIV, dataset Judge 2
Judge3
GPCSIV, dataset Judge 3
oils
Oils data proposed by Ichino
Resdata
class of objects 'Resdata'
video1
Video data, GPCSIV, Generalized Principal Component of...
video2
Video data, GPCSIV, Generalized Principal Component of...
video3
Video data, GPCSIV, Generalized Principal Component of...

Files in this package

GPCSIV
GPCSIV/NAMESPACE
GPCSIV/data
GPCSIV/data/video2.rda
GPCSIV/data/oils.rda
GPCSIV/data/video1.rda
GPCSIV/data/Judge3.rda
GPCSIV/data/Judge1.rda
GPCSIV/data/video3.rda
GPCSIV/data/Judge2.rda
GPCSIV/R
GPCSIV/R/gpca.R
GPCSIV/R/Resdata.R
GPCSIV/R/GPCSIV-internal.R
GPCSIV/MD5
GPCSIV/DESCRIPTION
GPCSIV/man
GPCSIV/man/oils.Rd
GPCSIV/man/Judge2.Rd
GPCSIV/man/Judge3.Rd
GPCSIV/man/gpca.Rd
GPCSIV/man/video1.Rd
GPCSIV/man/GPCSIV.Rd
GPCSIV/man/video2.Rd
GPCSIV/man/video3.Rd
GPCSIV/man/Judge1.Rd
GPCSIV/man/Resdata.Rd