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sae.projection

Small Area Estimation Using Model-Assisted Projection Method

v0.1.5 · Feb 4, 2026 · MIT + file LICENSE

Description

Combines information from two independent surveys using a model-assisted projection method. Designed for survey sampling scenarios where a large sample collects only auxiliary information (Survey 1) and a smaller sample provides data on both variables of interest and auxiliary variables (Survey 2). Implements a working model to generate synthetic values of the variable of interest by fitting the model to Survey 2 data and predicting values for Survey 1 based on its auxiliary variables (Kim & Rao, 2012) <doi:10.1093/biomet/asr063>.

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14 OK
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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Dependency Network

Dependencies Reverse dependencies tidymodels survey cli doParallel dplyr parsnip recipes rlang rsample tune workflows yardstick bonsai ranger randomForest +3 more dependencies sae.projection

Version History

new 0.1.5 Mar 10, 2026
updated 0.1.5 ← 0.1.4 diff Feb 3, 2026
updated 0.1.4 ← 0.1.3 diff Jul 5, 2025
updated 0.1.3 ← 0.1.2 diff Apr 4, 2025
updated 0.1.2 ← 0.1.1 diff Feb 17, 2025
updated 0.1.1 ← 0.1.0 diff Feb 14, 2025
new 0.1.0 Dec 18, 2024