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: | 0.7.8 |
| Depends: | R (≥ 4.1.0) |
| Imports: | Matrix (≥ 1.5.0), Rcpp (≥ 0.11.0), methods, GIGrvg (≥ 0.7), loo (≥ 2.0.0), matrixStats |
| LinkingTo: | Rcpp, RcppEigen, Matrix, GIGrvg |
| Suggests: | dbarts, BayesLogit, lintools, splines, spdep, sf, bayesplot, coda, posterior, parallel, testthat, roxygen2, knitr, rmarkdown, survey |
| Published: | 2024-12-11 |
| 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 |
| Materials: | NEWS |
| CRAN checks: | mcmcsae results |
| Reference manual: | 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_0.7.8.tar.gz |
| Windows binaries: | r-devel: mcmcsae_0.7.8.zip, r-release: mcmcsae_0.7.8.zip, r-oldrel: mcmcsae_0.7.8.zip |
| macOS binaries: | r-release (arm64): mcmcsae_0.7.8.tgz, r-oldrel (arm64): mcmcsae_0.7.8.tgz, r-release (x86_64): mcmcsae_0.7.8.tgz, r-oldrel (x86_64): mcmcsae_0.7.8.tgz |
| Old sources: | mcmcsae archive |
| Reverse suggests: | hbsae |
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