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agfh  

Agnostic Fay-Herriot Model for Small Area Statistics
View on CRAN: Click here


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

Install from Github:
library("remotes")
install_github("cran/agfh")

Install by package version:
library("remotes")
install_version("agfh", "0.2.1")



Attach the package and use:
library("agfh")
Maintained by
Marten Thompson
[Scholar Profile | Author Map]
First Published: 2023-06-21
Latest Update: 2023-06-21
Description:
Implements the Agnostic Fay-Herriot model, an extension of the traditional small area model. In place of normal sampling errors, the sampling error distribution is estimated with a Gaussian process to accommodate a broader class of distributions. This flexibility is most useful in the presence of bounded, multi-modal, or heavily skewed sampling errors.
How to cite:
Marten Thompson (2023). agfh: Agnostic Fay-Herriot Model for Small Area Statistics. R package version 0.2.1, https://cran.r-project.org/web/packages/agfh. Accessed 23 Feb. 2025.
Previous versions and publish date:
No previous versions
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Complete documentation for agfh
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