Eksplorasi Small Area Estimation (SAE) Data SUSENAS Triwulanan dengan Add-Ins Rexcel
DOI:
https://doi.org/10.34123/jurnalasks.v10i2.122Keywords:
EBLUP Fay Herriot, SAE, design-based, susenas, RexcellAbstract
Nowadays, the demand of small area data of BPS-Statistics Indonesia is increasing. This condition needs further study about SAE for BPS data. By using SUSENAS quarterly, we want to see how SAE can produce better accuracy for estimation value in small area than design-based. The result show that SAE EBLUP-Fay Herriot can produce better estimation with lower MSE than design-based estimation. This research also create tools to calculate this estimation. The tools was wrapped in Add-Ins Rexcel based on Graphical User Interface ( GUI ).
Keywords: EBLUP Fay Herriot, SAE, design-based, SUSENAS, Add-Ins, Rexcel
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References
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Baier, Thomas. Erich N. And Michele De M. 2011. Creating and Deploying an Application with (R)Excel and R. The R Journal Vol. 3/2, December 2011.
Hukum Chandra, U. C. Sud and V.K. Gupta. 2013. Small Area Estimation under Area Level Model Using R Software. New Delhi: Indian Agricultural Statistics Research Institute
Koemadji, Zainal A. And Khairil A. 2006 Empirical Best Linier Unbiased Predictor ( EBLUP ) Estimator and PSEUDO-EBLUP Estimator in Small Area Estimation. This paper presented in The First International Conference on Mathematics and Statistics at Bandung University. [June 19-21, 2006]
Kurnia,Anang and K.A Notodiputro. 2006. EB-EBLUP MSE Estimator On Small Area Estimation with Application to BPS Data.This paper Presented IcoMS-1, Bandung 19-21 June 2006.
Molina,Isabel and Yolanda Marhuenda.2015. Package ‘sae Small Area Estimation’. Publish in www.cran.r-project.com March 30,2015
Ng, Pin T. 2013. XLR : a Free Excel Add-in for Introductory Business Statistics. The Online Journal of Applied Science, 2013,3,32-36. ( http://www.scirp.org/journal/ojapps)
Rao, JNK. 2003. Small Area Estimation. New Jersey: John Wiley & Sons, Inc
Retno, Dwi S. And Khairil A. 2006. Basic Area Level Model (BAL) and Basic Level Unit Model (BUL) in Small Area Estimation. This paper presented in The First International Conference on Mathematics and Statistics at Bandung University. [June 19-21, 2006]
Sadik, Kusman. And Khairil A . 2006. Small Area Estimation with Time and Area Effect Using Two Stage Estimation. This paper presented in The First International Conference on Mathematics and Statistics at Bandung University. [June 19-21, 2006]
Sadik, Kusman. Dan Khairil A . 2006. Pendugaan Area Kecil ( Small Area Estimation ) Berdasarkan Model yang Mengandung Langkah Acak ( Random Walk ). Diseminarkan pada Seminar Nasional Matematika, Statistika, dan Pendidikan Matematika di FMIPA Unpad Bandung. [22 April 2006]
Singh,Daroga and Fauran S Chaudary. 1986.Theory and Analysist of Sample SurveyDesign.New Jersey:Wiley
Vizcaino, E. Lopez. M.J Lombardia. And D Morales G. 2010. mme: a packadge for small area estimation with multinomial mixed models. Santiago: Instituto Galego de Estatistica.
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Published
2018-12-31
How to Cite
Santoso, I. (2018). Eksplorasi Small Area Estimation (SAE) Data SUSENAS Triwulanan dengan Add-Ins Rexcel. Jurnal Aplikasi Statistika & Komputasi Statistik, 10(2), 39–54. https://doi.org/10.34123/jurnalasks.v10i2.122
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Section
Komputasi Statistik
