sae.projection0.1.5 package

Small Area Estimation Using Model-Assisted Projection Method

ma_projection

Model-Assisted Projection Estimator

projection_randomforest

Projection Estimator with Random Forest Algorithm

projection_rf_CorrectedBias

Projection RF with Correction Bias

projection_rf

Projection RF Function

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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>.

  • Maintainer: Ridson Al Farizal P
  • License: MIT + file LICENSE
  • Last published: 2026-02-04

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