This package is considered a duplicate. The official version of this package is found at:https://benrosche.r-universe.dev/bml

Package: bml 0.9.0

Benjamin Rosche

bml: Bayesian Multiple-Membership Multilevel Models with Parameterizable Weight Functions

Implements Bayesian multiple-membership multilevel models with parameterizable weight functions via 'JAGS' to model how lower-level units jointly shape higher-level outcomes (micro-macro link) across a range of outcome types (e.g., linear, logit, and survival models). Supports estimation and comparison of alternative aggregation mechanisms, allows weight matrices to be endogenized through parameters and covariates, and accommodates complex dependence structures that extend beyond traditional multilevel frameworks. For details, see Rosche (2026) "A Multilevel Model for Coalition Governments. Uncovering Party-Level Dependencies Within and Between Governments" <doi:10.31235/osf.io/4bafr_v2>.

Authors:Benjamin Rosche [aut, cre]

bml_0.9.0.tar.gz
bml_0.9.0.tar.gz(r-4.7-any)bml_0.9.0.tar.gz(r-4.6-any)
bml_0.9.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
bml/json (API)
NEWS

# Install 'bml' in R:

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

Bug tracker:https://github.com/benrosche/bml/issues

Pkgdown/docs site:https://benrosche.github.io

Uses libs:

jags– Just Another Gibbs Sampler for Bayesian MCMC - binary JAGS is Just Another Gibbs Sampler. It is a program for analysis of Bayesian hierarchical models using Markov Chain Monte Carlo (MCMC) simulation not wholly unlike BUGS. JAGS was written with three aims in mind: * To have an engine for the BUGS language that runs on Unix * To be extensible, allowing users to write their own functions, distributions and samplers. * To be a plaftorm for experimentation with ideas in Bayesian modelling This package contains the 'jags' binary as well as the associated shared library modules loaded by the binary.
c++– GNU Standard C++ Library v3

Datasets:

coalgov - Coalition Governments in Western Democracies

On CRAN:

jags cpp

3.40 score 5 scripts 193 downloads 10 exports 52 dependencies

Last updated from:cfde3345ae. Checks:4 OK. Indexed: no.

Target	Result	Time
linux-devel-x86_64	OK	161
source / vignettes	OK	179
linux-release-x86_64	OK	162
wasm-release	OK	108

Exports:bml fix fn hm id mcmcDiag mm monetPlot varDecomp vars

Dependencies:abind bit bit64 boot cli clipr coda cpp11 crayon dplyr farver forcats generics GGally ggmcmc ggplot2 ggstats glue gtable hms isoband labeling lattice lifecycle magrittr MASS patchwork pillar pkgconfig prettyunits progress purrr R2jags R2WinBUGS R6 RColorBrewer readr rjags rlang S7 scales stringi stringr tibble tidyr tidyselect tzdb utf8 vctrs viridisLite vroom withr