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-4.5)nimbleNoBounds_1.0.3.zip(r-4.4)nimbleNoBounds_1.0.3.zip(r-4.3)
nimbleNoBounds_1.0.3.tgz(r-4.4-any)nimbleNoBounds_1.0.3.tgz(r-4.3-any)
nimbleNoBounds_1.0.3.tar.gz(r-4.5-noble)nimbleNoBounds_1.0.3.tar.gz(r-4.4-noble)
nimbleNoBounds_1.0.3.tgz(r-4.4-emscripten)nimbleNoBounds_1.0.3.tgz(r-4.3-emscripten)
nimbleNoBounds.pdf |nimbleNoBounds.html✨
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:

4.00 score 1 stars 2 scripts 464 downloads 18 exports 16 dependencies

Last updated 6 months agofrom:e7e6a88db2. Checks:OK: 7. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Nov 03 2024
R-4.5-win	OK	Nov 03 2024
R-4.5-linux	OK	Nov 03 2024
R-4.4-win	OK	Nov 03 2024
R-4.4-mac	OK	Nov 03 2024
R-4.3-win	OK	Nov 03 2024
R-4.3-mac	OK	Nov 03 2024

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

Rendered fromnimbleNoBounds.Rmdusingknitr::rmarkdownon Nov 03 2024.

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