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factorMerger (version 0.3.1)

Hierarchical Algorithm for Post-Hoc Testing

Description

A set of tools to support results of post-hoc testing and enable to extract hierarchical structure of factors. Work on this package was financially supported by the 'NCN Opus grant 2016/21/B/ST6/02176'.

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Install

install.packages('factorMerger')

Monthly Downloads

42

Version

0.3.1

License

GPL

Issues

17

Pull Requests

0

Stars

24

Forks

5

Maintainer

Agnieszka Sitko

Last Published

June 30th, 2017

Functions in factorMerger (0.3.1)

mergingHistory

Merging history
pisa2012

PISA 2012 dataset
plot.factorMerger

Plot Factor Merger
plotBoxplot

Boxplot (single-dimensional Gaussian)
generateMultivariateSample

Generate multivariate normal sample
generateSample

Generate sample
plotHeatmap

Heatmap (multi-dimensional Gaussian)
plotMeansAndConfInt

Means and standard deviation plot (single-dimensional Gaussian)
getOptimalPartition

Get optimal partition (final clusters names)
getOptimalPartitionDf

Get optimal partition (clusters dictionary)
plotSurvival

Survival plot (survival)
print.factorMerger

factorMerger
groupsStats

Groups statistic
mergeFactors

Merge factors
plotFrequency

Frequency plot
plotGIC

GIC plot
BRCA

Breast cancer dataset
cutTree

Cut a Factor Merger Tree
plotProfile

Profile plot (multi-dimensional Gaussian)
plotProportion

Proportion plot (binomial)