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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

Install

install.packages('matie')

Monthly Downloads

14

Version

1.2

License

GPL-3

Maintainer

Hugh Murrell

Last Published

November 4th, 2013

Functions in matie (1.2)

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.