Estimating Subnational Public and Private Contraceptive Supply Shares Over Time

Engaging the private sector in contraceptive method supply is critical for equitable, sustainable, and accessible healthcare systems. This package implements Bayesian hierarchical models to estimate public and private contraceptive supply shares over time at national and subnational levels, using Demographic and Health Survey (DHS) data. Penalized splines are used to track supply shares over time, and spatial correlation structures link national and subnational estimates in data- sparse settings. For more details see Comiskey (2025) .


Reference manual

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install.packages("mcmsector")

1.0.2 by Hannah Comiskey, 6 months ago


Browse source code at https://github.com/cran/mcmsector


Authors: Hannah Comiskey [aut, cre] , David Fraizer [aut] , Ole Maneesoonthorn [aut]


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports haven, survey, stats, openxlsx, magrittr, rlang, dplyr, plyr, stringr, labelled, tibble, tidyr

Suggests knitr, R2jags, rmarkdown, testthat, mcmsupply


See at CRAN