R Observatory: Metrics for BayesianDisaggregation version 0.2.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

BayesianDisaggregation

0.2.1

Evidence-Based Bayesian Disaggregation of Aggregate Indices

1packages depend

2.4Kdownloads / year

52.1%test coverage

13/13checks pass

Overview

About

Maintained by José Mauricio Gómez JuliánFirst published 2025-10-162 releasesCRAN page ↗

Disaggregates an observed aggregate price index into sectoral components with a Bayesian state-space model in which the aggregate enters as a genuine observation density rather than as a renormalization identity. A random-walk-with-drift transition in log space (with partial pooling on the drift and the innovation scale) and an estimable cross-sectional concentration produce posterior draws of the sectoral indices with credible intervals, suitable as multiple-imputation input for downstream dynamic models. The Hamiltonian Monte Carlo engine follows Stan (Carpenter et al., 2017) doi:10.18637/jss.v076.i01; model comparison uses Pareto Smoothed Importance Sampling Leave-One-Out cross-validation (Vehtari, Gelman and Gabry, 2017) doi:10.1007/s11222-016-9696-4. A closed-form linear-Gaussian Kalman/RTS smoother provides an exact, MCMC-free Bayesian alternative for the same aggregate evidence.

Install

R (CRAN)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("BayesianDisaggregation", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-bayesiandisaggregation

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-BayesianDisaggregation

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-BayesianDisaggregation

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 1.3 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.20

52.1%

Coverage · measured lines

100%

Documentation · exports

7

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 71%
Documented parameters: 90%
Return-value docs: 100%
References docs: 0%

Downloads

2.4K

CRAN downloads in the past year

Rank #11,070 · ~7/day · ~203/mo

Releases R versions

Daily download trend is not available in this view yet.

25130 days

88390 days

2.4K1 year

Compare downloads with other packages →

Also on85 r2u45 autocran

Dependencies

Declared dependencies

14 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1.0

Imports (7)

readxl dplyr tidyr stringr magrittrstatsparallel

LinkingTo (0)

none

Suggests (9)

cmdstanr rstan posterior loo knitr rmarkdown ggplot2 readr testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

convergenceDFM

Code & Tests

People & History

People (1)

Maintainer (1)

José Mauricio Gómez Julián

Author, Maintainer

Authors (1)

José Mauricio Gómez Julián

Author, Maintainer

Package Timeline

2 releases. Pick two to compare their code metrics. R releases are shown for context.

0.2.1Latest
2026-06-19 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
0.1.2
2026-03-10
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2025-10-16
Total releases: 2 / 1 yrs
License: MIT + file LICENSE OSI
Additional repositories: mc-stan.org
Minimum R: ≥ 4.1.0
Download size: 59 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("BayesianDisaggregation")

Format

Gómez Julián, J. M. (2026). BayesianDisaggregation: Evidence-Based Bayesian Disaggregation of Aggregate Indices (Version 0.2.1) [Computer software]. https://doi.org/10.32614/CRAN.package.BayesianDisaggregation

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for BayesianDisaggregation version 0.2.1 [Data set]. HJJB, LLC. Data release v2026-08-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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