The Journal of Experimental Life Sciences (JELS)
Vol. 8 No. 2 (2018)

Geographically and Temporally Weighted Regression Modeling in Analyzing Factors Affecting the Spread of Dengue Fever in Malang

Fahmi Indrayani (Unknown)
Henny Pramoedyo (Department of Mathematics, Faculty of Mathematics and Natural Sciences, Brawijaya University)
Atiek Iriany (Department of Mathematics, Faculty of Mathematics and Natural Sciences, Brawijaya University)

Article Info

Publish Date
26 Jun 2018

Abstract

Geographically and Temporally weighted regression (GTWR) modeling has been developed to evaluate spatial heterogeneity and temporal heterogeneity in factors influencing the spread of dengue fever in Malang city. By using the monthly data in 2012-2015 as the temporal unit of each urban village in Malang and village is considered as a spatial unit. GTWR model is compared with the GWR model using several statistical criteria. GTWR model shows that the relationship between dengue incidence with population density and monthly average temperature significantly affects each Village in Malang.Keywords : DHF, GTWR, Spatiotemporal Pattern

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Journal Info
The Journal of Experimental Life Sciences (JELS)
Website

Abbrev

jels

Publisher

Universitas Brawijaya

Subject

Biochemistry, Genetics & Molecular Biology Immunology & microbiology Medicine & Pharmacology Neuroscience

Description

The Journal of Experimental Life Science (JELS) is a scientific journal published by Postgraduate School, University of Brawijaya as distribution media of Indonesian researcher’s results in life science to the wider community. JELS is published in every four months. JELS published scientific ...