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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>.
| Version: | 0.1.0 |
| Depends: | R (≥ 4.1.0) |
| Imports: | graphics, stats, utils |
| Suggests: | knitr, lpSolve, rmarkdown, testthat (≥ 3.0.0) |
| Published: | 2026-08-25 |
| DOI: | 10.32614/CRAN.package.interSAE (may not be active yet) |
| Author: | Leila Marvian Mashhad [aut, cre] |
| Maintainer: | Leila Marvian Mashhad <leila.marveian at gmail.com> |
| License: | MIT + file LICENSE |
| NeedsCompilation: | no |
| Citation: | interSAE citation info |
| Materials: | README, NEWS |
| CRAN checks: | interSAE results |
| Reference manual: | interSAE.html , interSAE.pdf |
| Vignettes: |
Joint Margin-Constrained Intersectional Estimation (source, R code) |
| Package source: | interSAE_0.1.0.tar.gz |
| Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: interSAE_0.1.0.zip |
| macOS binaries: | r-release (arm64): interSAE_0.1.0.tgz, r-oldrel (arm64): interSAE_0.1.0.tgz, r-release (x86_64): interSAE_0.1.0.tgz, r-oldrel (x86_64): interSAE_0.1.0.tgz |
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These binaries (installable software) and packages are in development.
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