interSAE
Intersectional Small Area Estimation from Survey and Census Data
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>.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.1.0 |
rolling linux/jammy R-4.5 | interSAE_0.1.0.tar.gz |
113.5 KiB |
0.1.0 |
rolling linux/noble R-4.5 | interSAE_0.1.0.tar.gz |
113.5 KiB |
0.1.0 |
rolling source/ R- | interSAE_0.1.0.tar.gz |
27.7 KiB |
0.1.0 |
latest linux/jammy R-4.5 | interSAE_0.1.0.tar.gz |
113.5 KiB |
0.1.0 |
latest linux/noble R-4.5 | interSAE_0.1.0.tar.gz |
113.5 KiB |
0.1.0 |
latest source/ R- | interSAE_0.1.0.tar.gz |
27.7 KiB |
0.1.0 |
2026-04-23 source/ R- | interSAE_0.1.0.tar.gz |
0 B |