Package: geoaddSAE2
Type: Package
Title: Geoadditive Small Area Estimation for Area-Level Model
Version: 0.1.2
Authors@R: c(
    person(
      given = "Amalyah Rizky Khairunnisa", 
      family = "Sutarto",
      email = "222212489@stis.ac.id",
      role = c("aut", "cre")),
    person(
      given = "Novi Hidayat",
      family = "Pusponegoro",
      email = "novie@stis.ac.id",
      role = c("aut", "ths")
    )
  )
Description: Fits area-level geoadditive small area estimation (SAE)
        models by extending the Fay-Herriot area-level model with
        linear, nonlinear, and spatial effects. The Fay-Herriot model
        is described by Fay and Herriot (1979)
        <doi:10.1080/01621459.1979.10482505>. Geoadditive models
        combine nonlinear covariate effects and spatial variation as
        described by Kammann and Wand (2003)
        <doi:10.1111/1467-9876.00385>, while their application to small
        area estimation is discussed by Pusponegoro et al. (2019)
        <doi:10.21108/JDSA.2019.2.15>. Nonlinear covariate effects are
        represented using penalized splines, while spatial effects are
        represented using a smooth function of geographic coordinates.
        Models are estimated using restricted maximum likelihood
        (REML), and mean squared error (MSE) is estimated using a
        parametric bootstrap. The package also provides comparisons
        with the Fay-Herriot and spatial Fay-Herriot (SFH) models.
License: GPL (>= 3)
Encoding: UTF-8
LazyData: true
Suggests: knitr, rmarkdown, sae, spdep, testthat (>= 3.0.0)
Config/testthat/edition: 3
VignetteBuilder: knitr
Depends: R (>= 3.5.0)
Imports: mgcv, stats
Config/roxygen2/version: 8.1.0
NeedsCompilation: no
Packaged: 2026-10-15 23:29:45 UTC; root
Author: Amalyah Rizky Khairunnisa Sutarto [aut, cre], Novi Hidayat
        Pusponegoro [aut, ths]
Maintainer: Amalyah Rizky Khairunnisa Sutarto <222212489@stis.ac.id>
Repository: https://amlyhrzky.r-universe.dev
Date/Publication: 2026-10-15 19:20:02 UTC
RemoteUrl: https://github.com/cran/geoaddSAE2
RemoteRef: HEAD
RemoteSha: 2dc1b8632fb6d986573bc53fc1606cd0c2b28820