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bayesAB 0.7.0

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@FrankPortman FrankPortman released this 09 Oct 18:27
· 149 commits to master since this release

Major Additions

  • added banditize and deployBandit to turn your bayesTest object into a Bayesian multi-armed bandit and deploy as a JSON API
    respectively.
  • Added programmatic capabilities on top of existing interactive uses for plot generic function
    • You can now assign plot(bayesTestObj) to a variable and not have it automatically plot.
  • Added quantile summary of calculated posteriors to the output of summary.bayesTest
  • Added Posterior Expected Loss to output of summary.bayesTest
    • This is useful to know when to stop your Bayesian AB Test
    • Supports the risk of choosing 'B' over 'A' (ordering is important) and makes more sense if A > B currently in the test

Minor Tweaks/Fixes

  • outputs from plot generics are now explicitly ggplot objects and can be modified as such
    • You can input your own titles/axis labels/etc if the defaults don't fit your use case