Fit multi-level models with possibly correlated random effects using Markov Chain Monte Carlo simulation. Such models allow smoothing over space and time and are useful in, for example, small area estimation.
| Version: | 0.8.0 |
| Depends: | R (≥ 4.1.0) |
| Imports: | Matrix (≥ 1.6.2),Rcpp (≥ 0.11.0), methods,GIGrvg (≥ 0.7),loo (≥ 2.0.0),collapse |
| LinkingTo: | Rcpp,RcppEigen,Matrix,GIGrvg |
| Suggests: | dbarts,BayesLogit,lintools, splines,mgcv,spdep,sf,bayesplot,coda,posterior, parallel,testthat,roxygen2,knitr,rmarkdown,survey |
| Published: | 2025-09-12 |
| DOI: | 10.32614/CRAN.package.mcmcsae |
| Author: | Harm Jan Boonstra [aut, cre], Grzegorz Baltissen [ctb] |
| Maintainer: | Harm Jan Boonstra <hjboonstra at gmail.com> |
| License: | GPL-3 |
| NeedsCompilation: | yes |
| Language: | en-GB |
| Materials: | NEWS |
| CRAN checks: | mcmcsae results |
| Reference manual: | mcmcsae.html ,mcmcsae.pdf |
| Vignettes: | Basic area-level model (source,R code) Linear regression, prediction, and survey weighting (source,R code) Basic unit-level models (source,R code) |
| Package source: | mcmcsae_0.8.0.tar.gz |
| Windows binaries: | r-devel:mcmcsae_0.8.0.zip, r-release:mcmcsae_0.8.0.zip, r-oldrel:mcmcsae_0.8.0.zip |
| macOS binaries: | r-release (arm64):mcmcsae_0.8.0.tgz, r-oldrel (arm64):mcmcsae_0.8.0.tgz, r-release (x86_64):mcmcsae_0.8.0.tgz, r-oldrel (x86_64):mcmcsae_0.8.0.tgz |
| Old sources: | mcmcsae archive |
| Reverse suggests: | hbsae |
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