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Bugfix and package version updates #26

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ivanistheone
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This PR contains two intentional coding commits and one "non coding" commit (regenerated figures).

I recommend manually reviewing the first tow commits and ignoring third:

  1. update requirements to get latest packages
  2. fix use of rank for Mann-Whitney U (see Typo and result discrepancy for Mann-Whitney U  #25)

@ivanistheone
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Travis tests don't seem to be running. Maybe need to switch to travis.org from old travis.com??

Might also need to update python version to 3.7+ because scipy 1.7 is not available with python 3.6 (the current version specified in .travis.yml).

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