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matie (version 1.0)

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

12

Version

1.0

License

GPL-3

Maintainer

Hugh Murrell

Last Published

January 20th, 2013

Functions in matie (1.0)

fdg

Force Directed Graph from all pairs association.
std

Generates Sample Trivariate Data set.
baseballData

Baseball player performance and pay dataset
spa

Semi-Partial Association (for a set of 3 variables)
ma.nl

Calculates nonlinear preportion of variance between one variable and a group of variables.
tap

Test All Pairs (for nonlinear association).
matie-package

Measuring Association and Testing Independence Efficiently
shpd

Generates Sample HyperPlane Data.
pd

Plot Density (after an ma calculation).
rwt

Rank With Ties
agram

Visualization of associations between all pairs of variables.
ma

Measure Association (for a set of variables)
ma.test

P value for an association score.
sbd

Generates Sample Bivariate Data.
fbvs

Forwards, backwards variable selection.