bayesAB: Fast Bayesian Methods for AB Testing

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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.

Author
Frank Portman [aut, cre]
Date of publication
2016-10-09 22:11:19
Maintainer
Frank Portman <frank1214@gmail.com>
License
MIT + file LICENSE
Version
0.7.0
URLs

View on CRAN

Man pages

banditize
Create a multi-armed Bayesian bandit object.
bayesAB
bayesAB: Fast Bayesian Methods for A/B Testing
bayesTest
Fit a Bayesian model to A/B test data.
combine
Combine two 'bayesAB' objects given a binary function.
deployBandit
Deploy a bayesBandit object as a JSON API.
installPlumber
Install the dev version of 'plumber'.
plot.bayesTest
Plot bayesTest objects
plotBeta
Plot the PDF of the Beta distribution.
plotGamma
Plot the PDF of the Gamma distribution.
plotInvGamma
Plot the PDF of the Inverse Gamma distribution.
plotLogNormal
Plot the PDF of the Log Normal distribution.
plotNormal
Plot the PDF of the Normal distribution.
plotPareto
Plot the PDF of the Pareto distribution.
plotPoisson
Plot the PDF of the Poisson distribution.
summary.bayesTest
Summarize bayesTest objects

Files in this package

bayesAB
bayesAB/inst
bayesAB/inst/doc
bayesAB/inst/doc/introduction.R
bayesAB/inst/doc/introduction.html
bayesAB/inst/doc/introduction.Rmd
bayesAB/tests
bayesAB/tests/testthat.R
bayesAB/tests/testthat
bayesAB/tests/testthat/test-generics.R
bayesAB/tests/testthat/Rplots.pdf
bayesAB/tests/testthat/test-uniform.R
bayesAB/tests/testthat/test-bernoulli.R
bayesAB/tests/testthat/test-bernoulliC.R
bayesAB/tests/testthat/test-normal.R
bayesAB/tests/testthat/test-exponential.R
bayesAB/tests/testthat/test-lognormal.R
bayesAB/tests/testthat/test-combine.R
bayesAB/tests/testthat/test-dists.R
bayesAB/tests/testthat/test-bandit.R
bayesAB/tests/testthat/test-poisson.R
bayesAB/tests/testthat/test-util.R
bayesAB/tests/testthat/test-poissonC.R
bayesAB/src
bayesAB/src/closedTests.cpp
bayesAB/src/RcppExports.cpp
bayesAB/NAMESPACE
bayesAB/NEWS.md
bayesAB/R
bayesAB/R/dist-lognormal.R
bayesAB/R/combine.R
bayesAB/R/plotDists.R
bayesAB/R/generics.R
bayesAB/R/dist-poisson.R
bayesAB/R/bayesAB.R
bayesAB/R/dist-uniform.R
bayesAB/R/RcppExports.R
bayesAB/R/dist-bernoulliC.R
bayesAB/R/dist-normal.R
bayesAB/R/dist-exponential.R
bayesAB/R/util.R
bayesAB/R/dist-poissonC.R
bayesAB/R/bandit.R
bayesAB/R/makePlots.R
bayesAB/R/bayesTest.R
bayesAB/R/dist-bernoulli.R
bayesAB/vignettes
bayesAB/vignettes/introduction.Rmd
bayesAB/README.md
bayesAB/MD5
bayesAB/build
bayesAB/build/vignette.rds
bayesAB/DESCRIPTION
bayesAB/man
bayesAB/man/plot.bayesTest.Rd
bayesAB/man/combine.Rd
bayesAB/man/deployBandit.Rd
bayesAB/man/plotPoisson.Rd
bayesAB/man/plotGamma.Rd
bayesAB/man/plotInvGamma.Rd
bayesAB/man/plotPareto.Rd
bayesAB/man/plotNormal.Rd
bayesAB/man/installPlumber.Rd
bayesAB/man/bayesTest.Rd
bayesAB/man/bayesAB.Rd
bayesAB/man/plotBeta.Rd
bayesAB/man/summary.bayesTest.Rd
bayesAB/man/plotLogNormal.Rd
bayesAB/man/banditize.Rd
bayesAB/LICENSE