pvalue correction in analyse groups

[AgnesBaud]

Description

Optional correction of p-values with multipletests from statsmodels.stats.multitest. Different pvalues output = series or dataframe, symmetric or not

Changelogs

• Correction of p-values in analyse_groups (diversity)

Definition of Done

• [ ] New code is tested with unit tests
• [ ] Documentation has been updated
• [ ] Pull Request has been revised by a maintainer of the project

[AgnesBaud]

Missing tests

[codecov-io]

Codecov Report

Merging #57 (6fe4926) into master (909b2f0) will increase coverage by 0.84%. The diff coverage is 80.00%.

@@            Coverage Diff             @@
##           master      #57      +/-   ##
==========================================
+ Coverage   56.86%   57.70%   +0.84%     
==========================================
  Files          56       56              
  Lines        2128     2149      +21     
==========================================
+ Hits         1210     1240      +30     
+ Misses        918      909       -9     

Flag	Coverage Δ
unittests	57.70% <80.00%> (+0.84%)	:arrow_up:

Flags with carried forward coverage won't be shown. Click here to find out more.

Impacted Files	Coverage Δ
moonstone/analysis/statistical_test.py	91.12% <ø> (+9.67%)	:arrow_up:
moonstone/normalization/reads/downsize_dir.py	0.00% <ø> (ø)
moonstone/normalization/reads/read_downsize.py	0.00% <ø> (ø)
moonstone/utils/plot.py	94.73% <50.00%> (ø)
moonstone/analysis/diversity/base.py	75.42% <82.60%> (+2.22%)	:arrow_up:

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