Package: mcmsupply
Type: Package
Title: Estimating Public and Private Sector Contraceptive Market Supply
        Shares
Version: 1.0.3
Authors@R: 
    c(person("Hannah", "Comiskey", email="hannahcomiskey68@gmail.com", 
    role = c("aut", "cre")),
    person("Niamh", "Cahill", role = "aut"),
    person("Leontine", "Alkema", role ="aut"))
Description: Family Planning programs and initiatives typically use
        nationally representative surveys to estimate key indicators of
        a country’s family planning progress. However, in recent years,
        routinely collected family planning services data (Service
        Statistics) have been used as a supplementary data source to
        bridge gaps in the surveys. The use of service statistics comes
        with the caveat that adjustments need to be made for missing
        private sector contributions to the contraceptive method supply
        chain. Evaluating the supply source of modern contraceptives
        often relies on Demographic Health Surveys (DHS), where many
        countries do not have recent data beyond 2015/16. Fortunately,
        in the absence of recent surveys we can rely on statistical
        model-based estimates and projections to fill the knowledge
        gap. We present a Bayesian, hierarchical, penalized-spline
        model with multivariate-normal spline coefficients, to account
        for across method correlations, to produce
        country-specific,annual estimates for the proportion of modern
        contraceptive methods coming from the public and private
        sectors. This package provides a quick and convenient way for
        users to access the DHS modern contraceptive supply share data
        at national and subnational administration levels, estimate,
        evaluate and plot annual estimates with uncertainty for a
        sample of low- and middle-income countries. Methods for the
        estimation of method supply shares at the national level are
        described in Comiskey, Alkema, Cahill (2022)
        <arXiv:2212.03844>.
License: MIT + file LICENSE
Encoding: UTF-8
LazyData: true
Depends: R (>= 4.1.0)
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.3
Suggests: knitr, rmarkdown, testthat (>= 3.0.0)
VignetteBuilder: knitr
Config/testthat/edition: 3
Imports: haven, purrr, rvest, survey, openxlsx, R2jags, magrittr,
        foreach, tidyverse, tidybayes, runjags, rjags, rlang, abind,
        dplyr, ggplot2, plyr, readxl, stringr, tibble, tidyr
URL: https://hannahcomiskey.github.io/mcmsupply/,
        https://github.com/hannahcomiskey/mcmsupply
Config/pak/sysreqs: cmake libfontconfig1-dev libfreetype6-dev
        libfribidi-dev make libharfbuzz-dev jags libicu-dev libjpeg-dev
        libpng-dev libtiff-dev libuv1-dev libwebp-dev libxml2-dev
        libssl-dev libx11-dev zlib1g-dev
Repository: https://hannahcomiskey.r-universe.dev
Date/Publication: 2026-03-22 21:56:19 UTC
RemoteUrl: https://github.com/hannahcomiskey/mcmsupply
RemoteRef: HEAD
RemoteSha: a6f30a0a04b52b780a86d6a973738df1a1e00647
NeedsCompilation: no
Packaged: 2026-06-20 10:14:28 UTC; root
Author: Hannah Comiskey [aut, cre],
  Niamh Cahill [aut],
  Leontine Alkema [aut]
Maintainer: Hannah Comiskey <hannahcomiskey68@gmail.com>