PENDEKATAN PRINCIPAL COMPONENT ANALYSIS PADA DATA DEMAM BERDARAH DENGUE DI PROVINSI MALUKU UTARA
North Maluku Province is one of the provinces with many cases of Dengue Hemorrhagic Fever (DHF) in Eastern Indonesia. Various factors cause the increase of DHF such as environment, personal hygiene and inadequate health infrastructure in North Maluku Province The purpose of this research is to group...
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Universitas Pattimura
2020-12-01
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| Series: | Barekeng |
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| Online Access: | https://ojs3.unpatti.ac.id/index.php/barekeng/article/view/2177 |
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| author | Seba Ririhena Samsul Bahri Loklomin |
| author_facet | Seba Ririhena Samsul Bahri Loklomin |
| author_sort | Seba Ririhena |
| collection | DOAJ |
| description | North Maluku Province is one of the provinces with many cases of Dengue Hemorrhagic Fever (DHF) in Eastern Indonesia. Various factors cause the increase of DHF such as environment, personal hygiene and inadequate health infrastructure in North Maluku Province The purpose of this research is to group the multivariable of dengue cases into several simpler components using the Principal Component Analysis (PCA) method. The PCA method is a statistical technique for reducing a large number of variables to become simpler. The results showed that 1 variable did not meet the KMO value so that the variable was eliminated. All variables after eliminating one of the variables are tested to meet the KMO and MSA values. All predictors in this study form 1 predictor component variable used are non-labor force population (X1), medical personnel (X2), vulnerable age population (X3), workforce population (X4), villages with health facilities (X5), health facility (X6). |
| format | Article |
| id | doaj-art-15950efecee84ded9efa2c87bb2e9a6e |
| institution | DOAJ |
| issn | 1978-7227 2615-3017 |
| language | English |
| publishDate | 2020-12-01 |
| publisher | Universitas Pattimura |
| record_format | Article |
| series | Barekeng |
| spelling | doaj-art-15950efecee84ded9efa2c87bb2e9a6e2025-08-20T03:05:38ZengUniversitas PattimuraBarekeng1978-72272615-30172020-12-0114455756410.30598/barekengvol14iss4pp557-5642177PENDEKATAN PRINCIPAL COMPONENT ANALYSIS PADA DATA DEMAM BERDARAH DENGUE DI PROVINSI MALUKU UTARASeba Ririhena0Samsul Bahri Loklomin1Universitas HalmaheraUniversitas HalmaheraNorth Maluku Province is one of the provinces with many cases of Dengue Hemorrhagic Fever (DHF) in Eastern Indonesia. Various factors cause the increase of DHF such as environment, personal hygiene and inadequate health infrastructure in North Maluku Province The purpose of this research is to group the multivariable of dengue cases into several simpler components using the Principal Component Analysis (PCA) method. The PCA method is a statistical technique for reducing a large number of variables to become simpler. The results showed that 1 variable did not meet the KMO value so that the variable was eliminated. All variables after eliminating one of the variables are tested to meet the KMO and MSA values. All predictors in this study form 1 predictor component variable used are non-labor force population (X1), medical personnel (X2), vulnerable age population (X3), workforce population (X4), villages with health facilities (X5), health facility (X6).https://ojs3.unpatti.ac.id/index.php/barekeng/article/view/2177provinsi maluku utarademam berdarah dengueprincipal component analysis |
| spellingShingle | Seba Ririhena Samsul Bahri Loklomin PENDEKATAN PRINCIPAL COMPONENT ANALYSIS PADA DATA DEMAM BERDARAH DENGUE DI PROVINSI MALUKU UTARA Barekeng provinsi maluku utara demam berdarah dengue principal component analysis |
| title | PENDEKATAN PRINCIPAL COMPONENT ANALYSIS PADA DATA DEMAM BERDARAH DENGUE DI PROVINSI MALUKU UTARA |
| title_full | PENDEKATAN PRINCIPAL COMPONENT ANALYSIS PADA DATA DEMAM BERDARAH DENGUE DI PROVINSI MALUKU UTARA |
| title_fullStr | PENDEKATAN PRINCIPAL COMPONENT ANALYSIS PADA DATA DEMAM BERDARAH DENGUE DI PROVINSI MALUKU UTARA |
| title_full_unstemmed | PENDEKATAN PRINCIPAL COMPONENT ANALYSIS PADA DATA DEMAM BERDARAH DENGUE DI PROVINSI MALUKU UTARA |
| title_short | PENDEKATAN PRINCIPAL COMPONENT ANALYSIS PADA DATA DEMAM BERDARAH DENGUE DI PROVINSI MALUKU UTARA |
| title_sort | pendekatan principal component analysis pada data demam berdarah dengue di provinsi maluku utara |
| topic | provinsi maluku utara demam berdarah dengue principal component analysis |
| url | https://ojs3.unpatti.ac.id/index.php/barekeng/article/view/2177 |
| work_keys_str_mv | AT sebaririhena pendekatanprincipalcomponentanalysispadadatademamberdarahdenguediprovinsimalukuutara AT samsulbahriloklomin pendekatanprincipalcomponentanalysispadadatademamberdarahdenguediprovinsimalukuutara |