Fast Bayesian Methods for AB Testing
Create a multi-armed Bayesian bandit object.
bayesAB: Fast Bayesian Methods for A/B Testing
Fit a Bayesian model to A/B test data.
Concatenate bayesTest objects
Combine two bayesAB objects given a binary function.
Deploy a bayesBandit object as a JSON API.
Grab the supplied posterior from a bayesTest object
Plot bayesTest objects
Plot the PDF of the Beta distribution.
Plot distributions to explore data and/or choose priors.
Plot the PDF of the Gamma distribution.
Plot the PDF of the Inverse Gamma distribution.
Plot the PDF of the Log Normal distribution.
Plot the PDF of the Normal distribution.
Plot the bivariate PDF of the Normal Inverse Gamma Distribution.
Plot the PDF of the Pareto distribution.
Plot the PDF of the Poisson distribution.
Rename the posterior for a bayesTest object
Summarize bayesTest objects
A suite of functions that allow the user to analyze A/B test data in a Bayesian framework. Intended to be a drop-in replacement for common frequentist hypothesis test such as the t-test and chi-sq test.