bayesAB: Fast Bayesian Methods for AB Testing
Version 0.7.0

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.

Browse man pages Browse package API and functions Browse package files

AuthorFrank Portman [aut, cre]
Date of publication2016-10-09 22:11:19
MaintainerFrank Portman <frank1214@gmail.com>
LicenseMIT + file LICENSE
Version0.7.0
URL https://github.com/FrankPortman/bayesAB
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("bayesAB")

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

Functions

banditize Man page Source code
bayesAB Man page
bayesAB-package Man page
bayesBernoulliTest Source code
bayesBernoulliTestClosed Source code
bayesBernoulliTestClosed_ Source code
bayesExponentialTest Source code
bayesLogNormalTest Source code
bayesNormalTest Source code
bayesPoissonTest Source code
bayesPoissonTestClosed Source code
bayesPoissonTestClosed_ Source code
bayesTest Man page Source code
bayesUniformTest Source code
combine Man page Source code
deployBandit Man page Source code
dinvgamma Source code
dpareto Source code
drawMusAndSigmas Source code
getCredInt Source code
getLift Source code
getPostError Source code
getProb Source code
installPlumber Man page Source code
isClosed Source code
listConcat Source code
listOr Source code
plot.bayesTest Man page Source code
plotBeta Man page Source code
plotConstructor Source code
plotDist Source code
plotGamma Man page Source code
plotInvGamma Man page Source code
plotLogNormal Man page Source code
plotNormal Man page Source code
plotPareto Man page Source code
plotPoisson Man page Source code
plotPriors Source code
posteriorPlot Source code
ppareto Source code
print.bayesBandit Source code
print.bayesTest Source code
print.plotBayesTest Source code
print.summaryBayesTest Source code
print.summaryBayesTestClosed Source code
qinvgamma Source code
qpareto Source code
rpareto Source code
samplePlot Source code
summary.bayesTest Man page Source code
summary.bayesTestClosed Source code
theme_bayesAB Source code

Files

inst
inst/doc
inst/doc/introduction.R
inst/doc/introduction.html
inst/doc/introduction.Rmd
tests
tests/testthat.R
tests/testthat
tests/testthat/test-generics.R
tests/testthat/Rplots.pdf
tests/testthat/test-uniform.R
tests/testthat/test-bernoulli.R
tests/testthat/test-bernoulliC.R
tests/testthat/test-normal.R
tests/testthat/test-exponential.R
tests/testthat/test-lognormal.R
tests/testthat/test-combine.R
tests/testthat/test-dists.R
tests/testthat/test-bandit.R
tests/testthat/test-poisson.R
tests/testthat/test-util.R
tests/testthat/test-poissonC.R
src
src/closedTests.cpp
src/RcppExports.cpp
NAMESPACE
NEWS.md
R
R/dist-lognormal.R
R/combine.R
R/plotDists.R
R/generics.R
R/dist-poisson.R
R/bayesAB.R
R/dist-uniform.R
R/RcppExports.R
R/dist-bernoulliC.R
R/dist-normal.R
R/dist-exponential.R
R/util.R
R/dist-poissonC.R
R/bandit.R
R/makePlots.R
R/bayesTest.R
R/dist-bernoulli.R
vignettes
vignettes/introduction.Rmd
README.md
MD5
build
build/vignette.rds
DESCRIPTION
man
man/plot.bayesTest.Rd
man/combine.Rd
man/deployBandit.Rd
man/plotPoisson.Rd
man/plotGamma.Rd
man/plotInvGamma.Rd
man/plotPareto.Rd
man/plotNormal.Rd
man/installPlumber.Rd
man/bayesTest.Rd
man/bayesAB.Rd
man/plotBeta.Rd
man/summary.bayesTest.Rd
man/plotLogNormal.Rd
man/banditize.Rd
LICENSE
bayesAB documentation built on May 19, 2017, 9:14 p.m.