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dc.contributor.advisorTuti Purwaningsih, S.Stat., M.Si
dc.contributor.authorNUR ADILA, 14611031
dc.date.accessioned2019-01-22T06:46:11Z
dc.date.available2019-01-22T06:46:11Z
dc.date.issued2018-10-12
dc.identifier.urihttps://dspace.uii.ac.id/handle/123456789/13092
dc.description.abstractThe territory of Indonesia began in 1968 until 2009, according to the World Health Organization (WHO) recorded as the country with the highest dengue cases in Southeast Asia and is one of the deadliest diseases. One of the provinces included in the 10 provinces with the highest DHF level in Indonesia is Central Java Province. The large number of dengue cases in Central Java is caused by several factors including population density, number of health workers, number of health facilities, number of PHBS families, area height and amount of rainfall. This study aims to determine the factors that significantly influence the dengue cases in Central Java Province in 2016 by using the Random Forest Regression method and knowing the prediction models produced using SAR. The purpose of using the random forest regression method is to standardize, so that the MSE results obtained are smaller. Based on the results of random forest regression analysis before standardization or after standardization, the number of trees selected is 200 trees with the m being tested is 2.44 and 1.22. variables that influence DHF cases beforestandardized, namely the number of PHBS families. While the variables that influence DHF cases after standardized arepopulation density. In this study used Spatial Autoregressive (SAR) analysis to findout the results of the prediction model. This is because the DHF case is very likely to be affected by the spatial or position of other areas that are around it. Results of SAR models that can be formed are Ε·𝑖= 295,185+0,44Ξ£𝑗 𝑊𝑖𝑗 𝑌𝑗− 0,0708 𝐾𝑒𝑝𝑎𝑑𝑎𝑡𝑎𝑛 𝑃𝑒𝑛𝑑𝑢𝑑𝑢𝑘+𝑛𝑗 0,2751 Jumlah Tenaga kesehatan− 0,1443 Curah + Ξ΅en_US
dc.publisherUniversitas Islam Indonesiaen_US
dc.subjectcase of dengue hemorrhagic feveren_US
dc.subjectRadom Forest Regressionen_US
dc.subjectSARen_US
dc.titleANALISIS FAKTOR BERPENGARUH TERHADAP KASUS DEMAM BERDARAH DENGUE DI PROVINSI JAWA TENGAH MENGGUNAKAN REGRESI RANDOM FOREST DAN SPATIAL AUTOREGRESSIVE MODELS (SAR)en_US
dc.typeUndergraduate Thesisen_US
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