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interSAE  

Intersectional Small Area Estimation from Survey and Census Data
View on CRAN: Click here


Download and install interSAE package within the R console
Install from CRAN:
install.packages("interSAE")

Install from Github:
library("remotes")
install_github("cran/interSAE")

Install by package version:
library("remotes")
install_version("interSAE", "0.1.0")



Attach the package and use:
library("interSAE")
Maintained by
Leila Marvian Mashhad
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-08-25
Latest Update: 2026-08-25
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>.
How to cite:
Leila Marvian Mashhad (2026). interSAE: Intersectional Small Area Estimation from Survey and Census Data. R package version 0.1.0, https://cran.r-project.org/web/packages/interSAE. Accessed 27 Oct. 2026.
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