Scralatina or Dengue Fever is a kind of fever caused by serotype virus which Flavivirus genus and be known as Dengue Virus. Dengue Fever caused by Aedes Aegipty Mosquito bites who infected by a dengue virus. The study was conducted in 151 villages in Bandung. Health Analysts believes that there are two factors that affect the dengue cases, Internal factor (individual) and external factor (environment). The data who used in this research is hierarchical data. The method is used for hierarchical data modelling is multilevel method. Which is, the level 1 is village and level 2 is sub-district. According exploration data analysis, the suitable Multilevel Method is Random Intercept Model. Penalized Quasi Likelihood (PQL) approach on multilevel Poisson is a proper analysis to determine factors that affecting dengue cases in the city of Bandung. Clean and Healthy Behavior factor from the village level have an effect on the number of cases of dengue fever in the city of Bandung. Factor from the sub-district level has no effect.
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30 March 2017
STATISTICS AND ITS APPLICATIONS: Proceedings of the 2nd International Conference on Applied Statistics (ICAS II), 2016
27–28 September 2016
Jawa Barat, Indonesia
Research Article|
March 30 2017
Multilevel poisson regression modelling for determining factors of dengue fever cases in bandung
Davila Rubianti Arundina;
Davila Rubianti Arundina
a)
1Departement of Statistics, Faculty of Mathematics and Natural Science,
Universitas Padjadjaran
, Indonesia
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Bertho Tantular;
Bertho Tantular
b)
1Departement of Statistics, Faculty of Mathematics and Natural Science,
Universitas Padjadjaran
, Indonesia
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Resa Septiani Pontoh
Resa Septiani Pontoh
c)
1Departement of Statistics, Faculty of Mathematics and Natural Science,
Universitas Padjadjaran
, Indonesia
Search for other works by this author on:
Davila Rubianti Arundina
1,a)
Bertho Tantular
1,b)
Resa Septiani Pontoh
1,c)
1Departement of Statistics, Faculty of Mathematics and Natural Science,
Universitas Padjadjaran
, Indonesia
AIP Conf. Proc. 1827, 020043 (2017)
Citation
Davila Rubianti Arundina, Bertho Tantular, Resa Septiani Pontoh; Multilevel poisson regression modelling for determining factors of dengue fever cases in bandung. AIP Conf. Proc. 30 March 2017; 1827 (1): 020043. https://doi.org/10.1063/1.4979459
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