scholarly journals Poisson gamma model in empirical Bayes of small area estimation (SAE)

2019 ◽  
Vol 1317 ◽  
pp. 012006
Author(s):  
Ferra Yanuar ◽  
Nadya Cindy Eka Putri ◽  
Hazmira Yozza
Keyword(s):  
Small Area ◽  
Empirical Bayes ◽  
Small Area Estimation ◽  
Gamma Model ◽  
Area Estimation

scholarly journals SMALL AREA ESTIMATION DENGAN PENDEKATAN EMPIRICAL BAYES BERBASIS MODEL BETA-BINOMIAL UNTUK MENDUGA ANGKA PENGANGGURAN DI SUMATERA BARAT

2019 ◽  
Vol 8 (1) ◽  
pp. 120
Author(s):  
Nurmaylina Zaja ◽  
Hazmira Yozza ◽  
Ferra Yanuar
Keyword(s):  
Small Area ◽  
Empirical Bayes ◽  
Small Area Estimation ◽  
Area Estimation

Penelitian ini bertujuan untuk menduga angka pengangguran di kabupaten/kota di Sumatea Barat dengan metode Small Area Estimation dengan pendekatan Empirical Bayes berbasis model Beta-Binomial. hal ini dilakukan karena informasi yang dikeluarkan oleh Badan pusat Statistik (BPS) tahun 2016 hanya angka pengangguran tingkat provinsi dan tidak tersedia data untuk tingkat kabupaten/kota. Penelitian ini menggunakan data BPS, yaitu jumlah pengangguran dan jumlah angkatan kerja di kabupaten/kota di Sumatera Barat. Penelitian ini menghasilkan nilai dugaan angka pengangguran kabupaten/kota di Sumatera Barat dengan metode langsung dan metode Empirical Bayes. Dengan demikian dapat disimpulkan bahwa penduga menggunakan metode Empirical Bayes lebih baik dari metode langsung.Diterima: Direvisi: Dipublikasikan :Kata Kunci: Small Area Estimation, Empirical Bayes, Angka Pengangguran.

scholarly journals MEMODELKAN TINGKAT PENGANGGURAN DI KOTA DENPASAR DENGAN PENDUGAAN AREA KECIL EMPIRICAL BAYES

2021 ◽  
Vol 10 (2) ◽  
pp. 81
Author(s):  
REYNALDO PANJI WICAKSONO ◽  
I KOMANG GDE SUKARSA ◽  
I PUTU EKA NILA KENCANA
Keyword(s):  
Economic Development ◽  
Unemployment Rate ◽  
Small Area ◽  
Empirical Bayes ◽  
Small Area Estimation ◽  
Economic Conditions ◽  
Small Areas ◽  
Area Estimation ◽  
Direct Estimation ◽  
Selection Of

Economic development are described by the unemployment rate. The higher unemployment rate, the weaker economic conditions. Nowadays more policies require information on small areas. The direct estimation does not provide accurate results in smaller areas. Thus the small area estimation becomes an alternative to estimate the parameters. The accuracy depends on the selection of the predictors. In 2019, the unemployment rate in Denpasar is 2,22%. The result shows that the unemployment rate in each district in Denpasar varies from 0,1% to 0,3%

scholarly journals Pemetaan Risiko Penyakit Tuberkulosis (TBC) di Kota Surakarta dengan Spatial Empirical Bayes

2021 ◽  
Vol 3 (2) ◽  
pp. 78
Author(s):  
Husna Afanyn Khoirunissa
Keyword(s):  
Infectious Disease ◽  
Immune System ◽  
Small Area ◽  
Empirical Bayes ◽  
Good Method ◽  
Spatial Dependency ◽  
Bayes Method ◽  
Empirical Bayes Method

<p>Tuberculosis is an infectious disease that can attack human with a poor immune system. In 2017, there were 723 residents of Surakarta tested positive for tuberculosis. The spatial empirical Bayes method is a good method for mapping the risk of tuberculosis because this method includes spatial dependency information and can overcome small area problems. This method can help the prevention of tuberculosis in Surakarta. In the analysis, it was found that the number of cases of tuberculosis in Surakarta has a spatial dependency that has an impact of the spread of tuberculosis. Sub-district classification with the highest risk value is Jebres, Tegalharjo, Jajar, Laweyan, Sondakan, Purwosari, Mangkubumen, Keratonan, Timuran, and Punggawan.</p><p><strong>Keywords</strong> : tuberculosis, mapping, spatial empirical Bayes, Surakarta</p>

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