bayesboot: An Implementation of Rubin's (1981) Bayesian Bootstrap

Functions for performing the Bayesian bootstrap as introduced by Rubin (1981) <doi:10.1214/aos/1176345338> and for summarizing the result. The implementation can handle both summary statistics that works on a weighted version of the data and summary statistics that works on a resampled data set.

Author
Rasmus Bååth [aut, cre]
Date of publication
2016-04-06 09:49:13
Maintainer
Rasmus Bååth <rasmus.baath@gmail.com>
License
MIT + file LICENSE
Version
0.2.1
URLs

View on CRAN

Man pages

as.bayesboot
Coerce to a 'bayesboot' object
bayesboot
The Bayesian bootstrap
plot.bayesboot
Plot the result of 'bayesboot'
plotPost
Graphic display of a posterior probability distribution
print.bayesboot
Print the first number of draws from the Bayesian bootstrap
rudirichlet
Produce random draws from a uniform Dirichlet distribution
summary.bayesboot
Summarize the result of 'bayesboot'

Files in this package

bayesboot
bayesboot/tests
bayesboot/tests/testthat.R
bayesboot/tests/testthat
bayesboot/tests/testthat/test-bayesboot-deterministic.R
bayesboot/tests/testthat/test-bayesboot-non-deterministic.R
bayesboot/NAMESPACE
bayesboot/NEWS
bayesboot/R
bayesboot/R/bayesboot.R
bayesboot/R/plotPost.R
bayesboot/README.md
bayesboot/MD5
bayesboot/DESCRIPTION
bayesboot/man
bayesboot/man/figures
bayesboot/man/figures/plotPost1.jpg
bayesboot/man/figures/plotPost2.jpg
bayesboot/man/print.bayesboot.Rd
bayesboot/man/plot.bayesboot.Rd
bayesboot/man/rudirichlet.Rd
bayesboot/man/bayesboot.Rd
bayesboot/man/as.bayesboot.Rd
bayesboot/man/plotPost.Rd
bayesboot/man/summary.bayesboot.Rd
bayesboot/LICENSE