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D3M (version 0.41.1)

Two Sample Test with Wasserstein Metric

Description

Two sample test based on Wasserstein metric. This is motivated from detection of differential DNA-methylation sites based on underlying distributions.

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Version

Install

install.packages('D3M')

Monthly Downloads

3

Version

0.41.1

License

GPL (>= 2)

Maintainer

Yusuke Matsui

Last Published

July 10th, 2016

Functions in D3M (0.41.1)

wasserMetric

Computing Wasserstein Metric
d3m

Two Sample Test with Distribution-Valued Data
D3M-package

Two Sample Test with Wasserstein Metric
wasser.test

Statistical Test with Wasserstein Metric
wasserMetric.v

Wasserstein Metric
d3m.parallel

Parallel Version of Two Sample Test with Distribution-Valued Data
d3m.plot

Comparative Plot of Two Distributions
topD3M

Subsetting Top Significant Distribution Pairs and Output Graphics.