SAINSMAT: Jurnal Ilmiah Ilmu Pengetahuan Alam
Vol. 6 No. 1 (2017): Volume 6 Nomor 1 (Maret 2017)

SpatialEBLUPinSmallAreaEstimation

Muhammad Nusrang (Universitas Negeri Makassar)
Suwardi Annas (Universitas Negeri Makassar)
Asfar (Universitas Negeri Makassar)
Hastuty (Universitas Muhammadyah Pare-Pare)
Jajang (Universitas Jenderal Soedirman)



Article Info

Publish Date
31 Mar 2017

Abstract

Empirical Best Linear Unbiased Prediction (EBLUP)is one of methods in small area estimation. The prediction used in EBLUP is that the effect of mutual free-random errors area. But in some cases, this is not always obeyed. Its causes is the heterogenic of an area influenced by the other area surrounded, so that the influence of spatial can be get into the effect of random. Because of the disobey mak e the estimation of EBLUP is refraction and have big difference. Solution to overcome those is to put information of the spatial effect into the model. The estimation of small area that pays attention the influence of spatial area well known as estimator of SpatialEmpirical Best Linear Unbiased Prediction (SEBLUP). It gives the better estimation compared with the estimator of EBLUP based on the comparison of ARRMSE value from each estimation method.

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Journal Info

Abbrev

sainsmat

Publisher

Subject

Description

The objective of this journal is to publish original, fully peer-reviewed articles on a variety of topics and research methods in sciences, mathematics, statistics, education, and applied science. The journal welcomes articles that address common issues in mathematics, sciences, statistics, ...