Package: nimbleNoBounds 1.0.3

nimbleNoBounds: Transformed Distributions for Improved MCMC Efficiency

A collection of common univariate bounded probability distributions transformed to the unbounded real line, for the purpose of increased MCMC efficiency.

Authors:David Pleydell [aut, cre, cph]

nimbleNoBounds_1.0.3.tar.gz
nimbleNoBounds_1.0.3.zip(r-4.7-any)nimbleNoBounds_1.0.3.zip(r-4.6-any)nimbleNoBounds_1.0.3.zip(r-4.5-any)
nimbleNoBounds_1.0.3.tgz(r-4.6-any)nimbleNoBounds_1.0.3.tgz(r-4.5-any)
nimbleNoBounds_1.0.3.tar.gz(r-4.7-any)nimbleNoBounds_1.0.3.tar.gz(r-4.6-any)
nimbleNoBounds_1.0.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
nimbleNoBounds/json (API)

# Install 'nimbleNoBounds' in R:

install.packages('nimbleNoBounds', repos = c('https://drjp.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/drjp/nimblenobounds/issues

Datasets:

efficiencyGain - Efficiency gain estimates from vignette example

On CRAN:

3.70 score 1 stars 3 scripts 390 downloads 18 exports 16 dependencies

Last updated from:e7e6a88db2. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	168
source / vignettes	OK	257
linux-release-x86_64	OK	142
macos-release-arm64	OK	245
macos-oldrel-arm64	OK	182
windows-devel	OK	104
windows-release	OK	113
windows-oldrel	OK	94
wasm-release	OK	108

Exports:dLogChisq dLogExp dLogGamma dLogHalfflat dLogInvgamma dLogitBeta dLogitUnif dLogLnorm dLogWeib rLogChisq rLogExp rLogGamma rLogHalfflat rLogInvgamma rLogitBeta rLogitUnif rLogLnorm rLogWeib

Dependencies:cli coda cpp11 glue igraph lattice lifecycle magrittr Matrix nimble numDeriv pkgconfig pracma R6 rlang vctrs

A quick guide to nimbleNoBounds

Distributions included in nimbleNoBounds | Toy example

Rendered fromnimbleNoBounds.Rmdusingknitr::rmarkdown

Last update: 2023-11-29
Started: 2022-03-29

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Log transformed chi-squared distribution.	dLogChisq rLogChisq
Log transformed exponential distribution.	dLogExp rLogExp
Log transformed gamma distribution.	dLogGamma rLogGamma
Log transformed half-flat distribution .	dLogHalfflat rLogHalfflat
Log transformed inverse-gamma distribution.	dLogInvgamma rLogInvgamma
Logit transformed beta distribution.	dLogitBeta rLogitBeta
Logit transformed beta distribution.	dLogitUnif rLogitUnif
Log transformed log-normal distribution.	dLogLnorm rLogLnorm
Log transformed Weibull distribution.	dLogWeib rLogWeib
Efficiency gain estimates from vignette example	efficiencyGain
nimbleNoBounds	nimbleNoBounds