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matie (version 1.2)
Measuring Association and Testing Independence Efficiently
Description
Uses a ratio of weighted distributions to estimate association between variables in a data set.
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Version
1.2
1.1
1.0
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Install
install.packages('matie')
Monthly Downloads
30
Version
1.2
License
GPL-3
Maintainer
Hugh Murrell
Last Published
November 4th, 2013
Functions in matie (1.2)
Search functions
shpd
Generates sample hyperplane data.
baseballData
Baseball player performance and income dataset
fdg
Force directed graph visualization of associations between all pairs of variables.
pd
Plot density (after an
ma
calculation).
tap
Test all pairs (computes association score for all pairs of variables).
std
Generates sample trivariate data set.
sbd
Generates sample bivariate data.
rwt
Rank with ties
ma
Measure association
fbvs
Forwards, backwards variable selection, picking variables to maximize explained variance.
agram
Scattergram visualization of associations between all pairs of variables.
matie-package
Measuring Association and Testing Independence Efficiently
spa
Semi-partial association (computes association while controlling for variables)
ma.test
p-value for an association score.
ma.nl
Calculates degree of nonlinearity for a particular association score.
amap
Heatmap and dendrogram from associations between all pairs of variables.