Package: interSAE
Type: Package
Title: Intersectional Small Area Estimation from Survey and Census Data
Version: 0.1.0
Authors@R: person(
    given = "Leila",
    family = "Marvian Mashhad",
    email = "leila.marveian@gmail.com",
    role = c("aut", "cre")
    )
Description: Implements design-aware, margin-constrained estimation of
        population indicators for geographic areas crossed with
        demographic subgroups. Complex-survey microdata supply outcomes
        and association information, while one or more aggregate census
        tables supply overlapping population margins. A generalized
        iterative proportional fitting engine reconstructs a coherent
        latent population table, and an augmented model-assisted
        estimator produces domain means, proportions, and totals for
        sampled and unsampled intersections. Tools diagnose
        non-identification, compute linear-programming sensitivity
        bounds, propagate sampling and model uncertainty with
        replicate-weight or multiplier bootstrap procedures, enforce
        structural zeros, and benchmark estimates to official totals.
        The framework extends calibration ideas from Deville and
        Sarndal (1992) <doi:10.1080/01621459.1992.10475217> and small
        area estimation ideas from Fay and Herriot (1979)
        <doi:10.1080/01621459.1979.10482505>.
License: MIT + file LICENSE
Encoding: UTF-8
Depends: R (>= 4.1.0)
Imports: graphics, stats, utils
Suggests: knitr, lpSolve, rmarkdown, testthat (>= 3.0.0)
VignetteBuilder: knitr
Config/testthat/edition: 3
RoxygenNote: 7.3.2
NeedsCompilation: no
Packaged: 2026-09-19 11:11:50 UTC; root
Author: Leila Marvian Mashhad [aut, cre]
Maintainer: Leila Marvian Mashhad <leila.marveian@gmail.com>
Repository: https://leilamarvian.r-universe.dev
Date/Publication: 2026-08-25 05:20:31 UTC
RemoteUrl: https://github.com/cran/interSAE
RemoteRef: HEAD
RemoteSha: a6f3bf9e320986673f55e6f4d5236d2b7d5bfc7c