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  "Title": "Intersectional Small Area Estimation from Survey and Census Data",
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  "Description": "Implements design-aware, margin-constrained estimation of\npopulation indicators for geographic areas crossed with\ndemographic subgroups. Complex-survey microdata supply outcomes\nand association information, while one or more aggregate census\ntables supply overlapping population margins. A generalized\niterative proportional fitting engine reconstructs a coherent\nlatent population table, and an augmented model-assisted\nestimator produces domain means, proportions, and totals for\nsampled and unsampled intersections. Tools diagnose\nnon-identification, compute linear-programming sensitivity\nbounds, propagate sampling and model uncertainty with\nreplicate-weight or multiplier bootstrap procedures, enforce\nstructural zeros, and benchmark estimates to official totals.\nThe framework extends calibration ideas from Deville and\nSarndal (1992) <doi:10.1080/01621459.1992.10475217> and small\narea estimation ideas from Fay and Herriot (1979)\n<doi:10.1080/01621459.1979.10482505>.",
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