Description Usage Arguments Value Author(s) References Examples
Statistical Test with Wasserstein Metric
1 2 | wasser.test(cases, control, test.stat, paranum = 101, bsn = 5000, q = 2,
seed = 100)
|
cases |
name of case group data (matrix sample * feature) |
control |
names of control group data (matrix sample * feature) |
test.stat |
test statistic |
paranum |
the number of quatile discretization + 1. Default is discretized by 1 %. |
bsn |
the number of resampling. Default is bsn = 5000. |
q |
power of Wasserstein metric. Default is q = 2. |
seed |
seed for random generator. |
list of p-value and test statistics.
Yusuke Matsui & Teppei Shimamura
Yusuke Matsui, Masahiro Mizuta, Satoru Miyano and Teppei Shimamura.(2015) D3M:Detection of differential distributions of methylation patterns (submitted). BIORXIV/2015/023879.
Antonio Irpino and Rossanna Verde.(2015) Basic Statistics for distributional symbolic variables: a new metric-based approach. Adv.Data.Anal.Classif(9) 143–175
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