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sae.projection  

Small Area Estimation Using Model-Assisted Projection Method
View on CRAN: Click here


Download and install sae.projection package within the R console
Install from CRAN:
install.packages("sae.projection")

Install from Github:
library("remotes")
install_github("cran/sae.projection")

Install by package version:
library("remotes")
install_version("sae.projection", "0.1.1")



Attach the package and use:
library("sae.projection")
Maintained by
Ridson Al Farizal P
[Scholar Profile | Author Map]
First Published: 2024-12-19
Latest Update: 2024-12-19
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>.
How to cite:
Ridson Al Farizal P (2024). sae.projection: Small Area Estimation Using Model-Assisted Projection Method. R package version 0.1.1, https://cran.r-project.org/web/packages/sae.projection. Accessed 20 Feb. 2025.
Previous versions and publish date:
0.1.0 (2024-12-19 16:40), 0.1.1 (2025-02-15 12:50)
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Complete documentation for sae.projection
Functions, R codes and Examples using the sae.projection R package
Full sae.projection package functions and examples
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