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DESCRIPTION
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DESCRIPTION
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Package: dirichletprocess
Type: Package
Title: Build Dirichlet Process Objects for Bayesian Modelling
Version: 0.4.0.9000
Authors@R: c(
person("Gordon", "J. Ross", email="[email protected]", role=c("aut")),
person("Dean", "Markwick", email="[email protected]", role=c("aut", "cre")),
person("Kees", "Mulder", email="[email protected]", role=c("ctb"),
comment = c(ORCID = "0000-0002-5387-3812")),
person("Giovanni", "Sighinolfi", email ="[email protected]", role=c("ctb")),
person("Filippo Fiocchi", email="[email protected]", role=c("ctb"))
)
Maintainer: Dean Markwick <[email protected]>
Description: Perform nonparametric Bayesian analysis using Dirichlet
processes without the need to program the inference algorithms.
Utilise included pre-built models or specify custom
models and allow the 'dirichletprocess' package to handle the
Markov chain Monte Carlo sampling.
Our Dirichlet process objects can act as building blocks for a variety
of statistical models including and not limited to: density estimation,
clustering and prior distributions in hierarchical models.
See Teh, Y. W. (2011)
<https://www.stats.ox.ac.uk/~teh/research/npbayes/Teh2010a.pdf>,
among many other sources.
Depends: R (>= 2.10)
License: GPL-3
Encoding: UTF-8
LazyData: true
Suggests: testthat,
knitr,
rmarkdown,
tidyr,
dplyr
Imports: gtools,
ggplot2,
mvtnorm
URL: https://github.com/dm13450/dirichletprocess, https://dm13450.github.io/dirichletprocess/
BugReports: https://github.com/dm13450/dirichletprocess/issues
RoxygenNote: 6.1.1