BEST: Bayesian Estimation Supersedes the t-Test

An alternative to t-tests, producing posterior estimates for group means and standard deviations and their differences and effect sizes.

Author
John K. Kruschke and Mike Meredith
Date of publication
2015-12-28 09:01:12
Maintainer
Mike Meredith <mmeredith@wcs.org>
License
GPL (>= 3)
Version
0.4.0

View on CRAN

Man pages

BESTmcmc
Generate MCMC samples for posterior distributions
BEST-package
Bayesian Estimation Supersedes the t Test
BESTpower
Estimating statistical power
hdi
Highest Density Interval
makeData
Population parameter specification for a power analysis
pairs.BEST
Scatterplot matrix for a 'BEST' object
plotAll
A series of plots displaying the results of 'BEST' analysis.
plotAreaInROPE
Area of the posterior density in the ROPE as a function of...
plot.BEST
A plot method for objects of class 'BEST'
plotPost
Graphic display of a posterior probability distribution
plotPostPred
Plots for Posterior Predictive checks.
postPriorOverlap
Overlap between posterior and prior probability...
print.BEST
Printing a BEST object
summary.BEST
Extract summary statistics from an object of class BEST.

Files in this package

BEST
BEST/inst
BEST/inst/tests
BEST/inst/tests/testthat
BEST/inst/tests/testthat/test-summary.R
BEST/inst/tests/testthat/test-hdi.R
BEST/inst/tests/testthat/test-BESTmcmc.R
BEST/inst/tests/testthat/test-BESTmcmc_errors.R
BEST/inst/tests/testthat/test-BESTmcmc_priors.R
BEST/inst/tests/testthat/test-BESTpower.R
BEST/inst/doc
BEST/inst/doc/BEST.pdf
BEST/inst/doc/BEST.Rnw
BEST/inst/doc/BEST.R
BEST/NAMESPACE
BEST/NEWS
BEST/R
BEST/R/converters.R
BEST/R/sumPost.R
BEST/R/pairs.BEST.R
BEST/R/postPriorOverlap.R
BEST/R/plotAll.R
BEST/R/makeData.R
BEST/R/BESTpower.R
BEST/R/hdi.R
BEST/R/BESTmcmc.R
BEST/R/print.BEST.R
BEST/R/plot.BEST.R
BEST/R/summary.BEST.R
BEST/R/plotPost.R
BEST/R/plotAreaInROPE.R
BEST/R/plotDataPPC.R
BEST/R/plotPostPred.R
BEST/vignettes
BEST/vignettes/BEST.Rnw
BEST/vignettes/BEST.bib
BEST/vignettes/BESTmodel.jpg
BEST/MD5
BEST/build
BEST/build/vignette.rds
BEST/DESCRIPTION
BEST/man
BEST/man/plotPostPred.Rd
BEST/man/plotAreaInROPE.Rd
BEST/man/figures
BEST/man/figures/plotPost1.jpg
BEST/man/figures/HDIskew.jpg
BEST/man/figures/plotPost2.jpg
BEST/man/figures/HDIbimodal.jpg
BEST/man/figures/makeData.jpg
BEST/man/figures/BESTmodel.jpg
BEST/man/postPriorOverlap.Rd
BEST/man/BEST-package.Rd
BEST/man/plotAll.Rd
BEST/man/plot.BEST.Rd
BEST/man/summary.BEST.Rd
BEST/man/hdi.Rd
BEST/man/pairs.BEST.Rd
BEST/man/BESTpower.Rd
BEST/man/plotPost.Rd
BEST/man/print.BEST.Rd
BEST/man/BESTmcmc.Rd
BEST/man/makeData.Rd