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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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OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 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 9, 2026