D3M: Two Sample Test with Wasserstein Metric

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

Author
Yusuke Matsui & Teppei Shimamura
Date of publication
2016-07-10 12:00:48
Maintainer
Yusuke Matsui <ymatsui@med.nagoya-u.ac.jp>
License
GPL (>= 2)
Version
0.41.1

View on CRAN

Man pages

D3M
Two Sample Test with Distribution-Valued Data
D3M-package
Two Sample Test with Wasserstein Metric
d3m.parallel
Parallel Version of Two Sample Test with Distribution-Valued...
d3m.plot
Comparative Plot of Two Distributions
topD3M
Subsetting Top Significant Distribution Pairs and Output...
wasserMetric
Computing Wasserstein Metric
wasserMetric.v
Wasserstein Metric
wasser.test
Statistical Test with Wasserstein Metric

Files in this package

D3M
D3M/src
D3M/src/funcs.cpp
D3M/src/RcppExports.cpp
D3M/NAMESPACE
D3M/R
D3M/R/plot_d3m.R
D3M/R/d3m_main.R
D3M/R/d3m_parallel.R
D3M/R/top_d3m.R
D3M/R/d3m.R
D3M/R/RcppExports.R
D3M/R/wasser.R
D3M/R/wasser_vec.R
D3M/R/wasser_test.R
D3M/MD5
D3M/DESCRIPTION
D3M/man
D3M/man/wasser.test.Rd
D3M/man/wasserMetric.Rd
D3M/man/d3m.plot.Rd
D3M/man/D3M.Rd
D3M/man/wasserMetric.v.Rd
D3M/man/D3M-package.Rd
D3M/man/d3m.parallel.Rd
D3M/man/topD3M.Rd