freqparcoord: Novel Methods for Parallel Coordinates

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New approaches to parallel coordinates plots for multivariate data visualization, including applications to clustering, outlier hunting and regression diagnostics. Includes general functions for multivariate nonparametric density and regression estimation, using parallel computation.

Author
Norm Matloff <normmatloff@gmail.com> and Yingkang Xie <yingkang.xie@gmail.com>
Date of publication
2016-01-17 10:59:33
Maintainer
Norm Matloff <normmatloff@gmail.com>
License
GPL (>= 2)
Version
1.0.1

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Man pages

freqparcoord
Frequency-based parallel coordinates.
mlb
Major Leage Baseball player data set.
newadult
UCI adult income data set, adapted
oliveoils
Italian olive oils data set.
posjitter
Add positive jitter.
prgeng
Silicon Valley programmers and engineers
regdiag
Diagnosing regression model fit using parallel coordinates.
rmixmvnorm
Random vectors from mixtures of multivariate normal...
smoothz
Smoothing functions.

Files in this package

freqparcoord
freqparcoord/inst
freqparcoord/inst/ACKNOWLEDGEMENTS
freqparcoord/inst/QUICK_START
freqparcoord/NAMESPACE
freqparcoord/data
freqparcoord/data/prgeng.txt.gz
freqparcoord/data/newadult.txt.gz
freqparcoord/data/datalist
freqparcoord/data/oliveoils.txt.gz
freqparcoord/data/mlb.txt.gz
freqparcoord/R
freqparcoord/R/Utilities.R
freqparcoord/R/Smoother.R
freqparcoord/R/ParCoord.R
freqparcoord/R/zzz.R
freqparcoord/R/RegDiag.R
freqparcoord/MD5
freqparcoord/DESCRIPTION
freqparcoord/man
freqparcoord/man/smoothz.Rd
freqparcoord/man/rmixmvnorm.Rd
freqparcoord/man/oliveoils.Rd
freqparcoord/man/mlb.Rd
freqparcoord/man/freqparcoord.Rd
freqparcoord/man/prgeng.Rd
freqparcoord/man/posjitter.Rd
freqparcoord/man/regdiag.Rd
freqparcoord/man/newadult.Rd