Package: AdMit 2.1.9

AdMit: Adaptive Mixture of Student-t Distributions

Provides functions to perform the fitting of an adaptive mixture of Student-t distributions to a target density through its kernel function as described in Ardia et al. (2009) <doi:10.18637/jss.v029.i03>. The mixture approximation can then be used as the importance density in importance sampling or as the candidate density in the Metropolis-Hastings algorithm to obtain quantities of interest for the target density itself.

Authors:David Ardia [aut, cre, cph], Lennart Hoogerheide [ctb], Herman van Dijk [ctb]

AdMit_2.1.9.tar.gz
AdMit_2.1.9.zip(r-4.7)AdMit_2.1.9.zip(r-4.6)AdMit_2.1.9.zip(r-4.5)
AdMit_2.1.9.tgz(r-4.6-x86_64)AdMit_2.1.9.tgz(r-4.6-arm64)AdMit_2.1.9.tgz(r-4.5-x86_64)AdMit_2.1.9.tgz(r-4.5-arm64)
AdMit_2.1.9.tar.gz(r-4.7-arm64)AdMit_2.1.9.tar.gz(r-4.7-x86_64)AdMit_2.1.9.tar.gz(r-4.6-arm64)AdMit_2.1.9.tar.gz(r-4.6-x86_64)
AdMit_2.1.9.tgz(r-4.6-emscripten)
manual.pdf |manual.html
card.svg |card.png
AdMit/json (API)
NEWS

# Install 'AdMit' in R:
install.packages('AdMit', repos = c('https://ardiad.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/ardiad/admit/issues

On CRAN:

Conda:

adaptivedistributionfittingmcmcmixturemixture-model

3.00 score 2 stars 9 scripts 423 downloads 1 mentions 5 exports 1 dependencies

Last updated from:fef1192850. Checks:13 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK125
linux-devel-x86_64OK108
source / vignettesOK137
linux-release-arm64OK98
linux-release-x86_64OK102
macos-release-arm64OK83
macos-release-x86_64OK162
macos-oldrel-arm64OK80
macos-oldrel-x86_64OK169
windows-develOK80
windows-releaseOK77
windows-oldrelOK73
wasm-releaseOK104

Exports:AdMitAdMitISAdMitMHdMitrMit

Dependencies:mvtnorm