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All Journal FORUM STATISTIKA DAN KOMPUTASI Forum Pasca Sarjana Statistika Jurnal Statistika dan Aplikasinya
Dian Handayani
Prodi Statistika, Universitas Negeri Jakarta
Agriculture, Biological Sciences & Forestry Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Industrial & Manufacturing Engineering Mathematics Social Sciences Other

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Journal : FORUM STATISTIKA DAN KOMPUTASI

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A SUMMARIZATION OF BAYESIAN ASPECTS OF SMALL AREA ESTIMATION Dian Handayani
FORUM STATISTIKA DAN KOMPUTASI Vol. 12 No. 2 (2007)
Publisher : FORUM STATISTIKA DAN KOMPUTASI

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Abstract

Bayesian approach in Small Area Estimation (SAE), namely Empirical Bayes (EB) and Hierarchical Bayes (HB), will be described. EB approach in SAE has been given considerable attention by some practitioners because it does not require specification of the prior distribution for model parameters and it is usually obtained in a closed form. However, an accurate measure of uncertainty of EB estimator can not be obtained unlike HB estimator in which its uncertainty can be measured exactly. On the other hand, HB approach requires subjective prior distribution for model parameters and it is usually not easy to be specified in practice especially for public policy. Keywords : small area estimation, empirical bayes, hierarchical bayes
Co-Authors Ahmad A. Mattjik Anang Kurnia Anisa Nurizki ASEP SAEFUDDIN Bagus Sartono Fitrianto, Anwar Muhammad Irfan Hanifiandi Kurnia