agfh: Agnostic Fay-Herriot Model for Small Area Statistics

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.

Package details

AuthorMarten Thompson [aut, cre, cph], Snigdhansu Chatterjee [ctb, cph]
MaintainerMarten Thompson <thom7058@umn.edu>
LicenseGPL (>= 3)
Version0.2.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("agfh")

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agfh documentation built on July 9, 2023, 6:44 p.m.