PEMETAAN PROVINSI DI INDONESIA BERDASARKAN PERILAKU RUMAH TANGGA DENGANROBUST BIPLOTMENGGUNAKAN METODE MINIMUM COVARIANCE DETERMINANT

SETIA BUDI, RIAN and Dwipurwani, Oki and Sukanda, Dian Cahyawati (2021) PEMETAAN PROVINSI DI INDONESIA BERDASARKAN PERILAKU RUMAH TANGGA DENGANROBUST BIPLOTMENGGUNAKAN METODE MINIMUM COVARIANCE DETERMINANT. Undergraduate thesis, Sriwijaya University.

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Abstract

Biplot analysis is the multivariat’s method of analyses describing a cluster of nobjects and p variables in grafisks two dimensions . A biplot analysis is based on singular value (SVD) of the data metrics. Outlier data in the matrics can affect the results of the analysis, hance the need of muscular (rob robust) method of ostracize area the ro biplot with the minimum method of covariance determinant in teh average and covariance matric. The data used in this study is data of household behavior in Indonesia, therefore this study aims to provide the illustrations of gendering every province in Indonesia with robust biplot analysis of biplot with MCD method. Bilot’s mapping result obtain by eight adjacent provincial groups based on the characteristics of household behavior. A provincial group that has a better domestic behavior than in other provincial groups, including the first group of provinces, namely DKI Jakarta, the second group of Sulawesi Selatan, Bantan, Sumatra Utara, Kep. Bangka Belitung, jawa Tengah, Jawa Barat, Riau, Kalimantan timur, and Jawa Timur, the third and sixth group of Yogyakarta, Bali,Kep. Riau Sulawesi Utara,and Kalimanta Utara.. The suitability of the squence is obtained in the suitability rate of biplot amounted to 79%, this indicates that mapping is quite good represents the origin data that contains all variabels. Keywords: Biplot, robust biplot, MCD method, outliers, household behavior, biplot indicator

Item Type: Thesis (Undergraduate)
Uncontrolled Keywords: Perilaku Rumah Tangga
Subjects: Q Science > QA Mathematics > QA299.6-433 Analysis > Q337.3 Swarm intelligence. Big data -- Social aspects. Information technology -- Economic aspects.
Divisions: 08-Faculty of Mathematics and Natural Science > 44201-Mathematics (S1)
Depositing User: Rian Setia Budi
Date Deposited: 12 Aug 2021 06:21
Last Modified: 12 Aug 2021 06:21
URI: http://repository.unsri.ac.id/id/eprint/51881

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