saekernel

Small Area Estimation Non-Parametric Based Nadaraya-Watson Kernel

v0.1.1 · Jun 4, 2021 · GPL-3

Description

Propose an area-level, non-parametric regression estimator based on Nadaraya-Watson kernel on small area mean. Adopt a two-stage estimation approach proposed by Prasad and Rao (1990). Mean Squared Error (MSE) estimators are not readily available, so resampling method that called bootstrap is applied. This package are based on the model proposed in Two stage non-parametric approach for small area estimation by Pushpal Mukhopadhyay and Tapabrata Maiti(2004) <http://www.asasrms.org/Proceedings/y2004/files/Jsm2004-000737.pdf>.

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2 NOTE

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Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	NOTE	28.6s
r-devel-linux-x86_64-debian-gcc	NOTE	22.9s
r-devel-linux-x86_64-fedora-clang	OK	42.6s
r-devel-linux-x86_64-fedora-gcc	OK	67s
r-devel-windows-x86_64	OK	48s
r-oldrel-macos-arm64	OK
r-oldrel-macos-x86_64	OK	43s
r-oldrel-windows-x86_64	OK	53s
r-patched-linux-x86_64	OK	25.3s
r-release-linux-x86_64	OK
r-release-macos-arm64	OK	14s
r-release-macos-x86_64	OK	69s
r-release-windows-x86_64	OK	47s

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NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Wicak Surya Hasani <221710052@stis.ac.id>’

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  Authors@R: c(person(given = c("Wicak", "Surya"),
                      family = "Hasani",
                      role = c("aut", "cre"),
                      email = "221710052@stis.ac.id"),
               person(given = "Azka",
                      family = "Ubaidillah",
                      role = "aut"))
as necessary.

NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Wicak Surya Hasani <221710052@stis.ac.id>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = c("Wicak", "Surya"),
                      family = "Hasani",
                      role = c("aut", "cre"),
                      email = "221710052@stis.ac.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

NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Wicak Surya Hasani <221710052@stis.ac.id>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = c("Wicak", "Surya"),
                      family = "Hasani",
                      role = c("aut", "cre"),
                      email = "221710052@stis.ac.id"),
               person(given = "Azka",
                      family = "Ubaidillah",
                      role = "aut"))
as necessary.

NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Wicak Surya Hasani <221710052@stis.ac.id>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = c("Wicak", "Surya"),
                      family = "Hasani",
                      role = c("aut", "cre"),
                      email = "221710052@stis.ac.id"),
               person(given = "Azka",
                      family = "Ubaidillah",
                      role = "aut"))
as necessary.

Version History

1 tracked

new 0.1.1 Mar 10, 2026

R Observatory began tracking this package on Mar 10, 2026; it first appeared on CRAN Jun 4, 2021. Releases before tracking aren’t shown.