msae
Multivariate Fay Herriot Models for Small Area Estimation
Description
Implements multivariate Fay-Herriot models for small area estimation. It uses empirical best linear unbiased prediction (EBLUP) estimator. Multivariate models consider the correlation of several target variables and borrow strength from auxiliary variables to improve the effectiveness of a domain sample size. Models which accommodated by this package are univariate model with several target variables (model 0), multivariate model (model 1), autoregressive multivariate model (model 2), and heteroscedastic autoregressive multivariate model (model 3). Functions provide EBLUP estimators and mean squared error (MSE) estimator for each model. These models were developed by Roberto Benavent and Domingo Morales (2015) <doi:10.1016/j.csda.2015.07.013>.
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CRAN Check Status
Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | NOTE |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (2 non-OK)
CRAN incoming feasibility
Maintainer: ‘Novia Permatasari <novia.permatasari@bps.go.id>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Novia",
family = "Permatasari",
role = c("aut", "cre"),
email = "novia.permatasari@bps.go.id"),
person(given = "Azka",
family = "Ubaidillah",
role = "aut"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Novia Permatasari <novia.permatasari@bps.go.id>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Novia",
family = "Permatasari",
role = c("aut", "cre"),
email = "novia.permatasari@bps.go.id"),
person(given = "Azka",
family = "Ubaidillah",
role = "aut"))
as necessary.
Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
CRAN incoming feasibility
Maintainer: ‘Novia Permatasari <novia.permatasari@bps.go.id>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Novia",
family = "Permatasari",
role = c("aut", "cre"),
email = "novia.permatasari@bps.go.id"),
person(given = "Azka",
family = "Ubaidillah",
role = "aut"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Novia Permatasari <novia.permatasari@bps.go.id>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Novia",
family = "Permatasari",
role = c("aut", "cre"),
email = "novia.permatasari@bps.go.id"),
person(given = "Azka",
family = "Ubaidillah",
role = "aut"))
as necessary.