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jollofR: Small Area Population Estimation by Demographics

Automatic disaggregation of small1area population estimates by demographic groups (e.g., age, sex, race, marital status, educational level, etc) along with the estimates of uncertainty, using advanced Bayesian statistical modelling approaches based on integrated nested Laplace approximation (INLA) Rue et al. (2009) <doi:10.1111/j.1467-9868.2008.00700.x> and stochastic partial differential equation (SPDE) methods Lindgren et al. (2011) <doi:10.1111/j.1467-9868.2011.00777.x>. The package implements hierarchical Bayesian modeling frameworks for small area estimation as described in Leasure et al. (2020) <doi:10.1073/pnas.1913050117> and Nnanatu et al. (2025) <doi:10.1038/s41467-025-59862-4>.

Version: 0.6.4
Depends: R (≥ 4.1.0)
Imports: terra, raster, ggplot2, dplyr, tidyr, sf, ggpubr, reshape2, utils
Suggests: INLA, withr, testthat (≥ 3.0.0)
Published: 2025-12-11
DOI: 10.32614/CRAN.package.jollofR (may not be active yet)
Author: Chibuzor Christopher Nnanatu ORCID iD [aut, cre], Mohamed A. Yusuf ORCID iD [aut], Somnath Chaudhuri ORCID iD [aut], Ortis Yankey ORCID iD [aut], Attila N Lazar ORCID iD [aut], Andrew J Tatem ORCID iD [aut]
Maintainer: Chibuzor Christopher Nnanatu <cc.nnanatu at soton.ac.uk>
BugReports: https://github.com/wpgp/jollofR/issues
License: MIT + file LICENSE
URL: https://github.com/wpgp/jollofR/, https://wpgp.github.io/jollofR/
NeedsCompilation: no
Additional_repositories: https://inla.r-inla-download.org/R/stable/
Language: en-US
Materials: README, NEWS
CRAN checks: jollofR results [issues need fixing before 2026-01-15]

Documentation:

Reference manual: jollofR.html , jollofR.pdf

Downloads:

Package source: jollofR_0.6.4.tar.gz
Windows binaries: r-devel: jollofR_0.6.4.zip, r-release: not available, r-oldrel: jollofR_0.6.4.zip
macOS binaries: r-release (arm64): jollofR_0.6.4.tgz, r-oldrel (arm64): jollofR_0.6.4.tgz, r-release (x86_64): jollofR_0.6.4.tgz, r-oldrel (x86_64): jollofR_0.6.4.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=jollofR to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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