TY - JOUR

T1 - Modeling and hypothesis testing for the factors affecting infant's diarrhea using Generalized Poisson Regression

AU - Otok, B. W.

AU - Allo, C. B.G.

AU - Purhadi,

N1 - Publisher Copyright:
© Published under licence by IOP Publishing Ltd.

PY - 2019/12/19

Y1 - 2019/12/19

N2 - Infants are weak individuals. Number of infants with Diarrhea is count data. Count data can be modeled using Poisson Regression. Poisson Regression has assumption that must be met. In the real case, overdispersion or underdispersion often occurs in data. This condition causes Poisson Regression cannot be used to model the data. Another alternative used to model the data with violation of assumption in Poisson Regression is Generalized Poisson Regression. This article will estimate the parameters of Generalized Poisson Regression using Generalized Poisson Regression. After getting the estimate parameters, parameters hypothesis testing simultaneously is done using Maximum Likelihood Ratio Test. There are three independent variables. They are percentage of infants who get exclusive breastfeeding, percentage of infants who get complete basic immunization, and percentage of households who have healthy living behavior. Significant parameter used to build the model. So, model for the factors affecting Diarrhea in infants in Pasuruan Regency is a model consisting complete basic immunization and healthy living behavior in the model.

AB - Infants are weak individuals. Number of infants with Diarrhea is count data. Count data can be modeled using Poisson Regression. Poisson Regression has assumption that must be met. In the real case, overdispersion or underdispersion often occurs in data. This condition causes Poisson Regression cannot be used to model the data. Another alternative used to model the data with violation of assumption in Poisson Regression is Generalized Poisson Regression. This article will estimate the parameters of Generalized Poisson Regression using Generalized Poisson Regression. After getting the estimate parameters, parameters hypothesis testing simultaneously is done using Maximum Likelihood Ratio Test. There are three independent variables. They are percentage of infants who get exclusive breastfeeding, percentage of infants who get complete basic immunization, and percentage of households who have healthy living behavior. Significant parameter used to build the model. So, model for the factors affecting Diarrhea in infants in Pasuruan Regency is a model consisting complete basic immunization and healthy living behavior in the model.

UR - http://www.scopus.com/inward/record.url?scp=85078406192&partnerID=8YFLogxK

U2 - 10.1088/1742-6596/1397/1/012063

DO - 10.1088/1742-6596/1397/1/012063

M3 - Conference article

AN - SCOPUS:85078406192

SN - 1742-6588

VL - 1397

JO - Journal of Physics: Conference Series

JF - Journal of Physics: Conference Series

IS - 1

M1 - 012063

T2 - 6th International Conference on Research, Implementation, and Education of Mathematics and Science, ICRIEMS 2019

Y2 - 12 July 2019 through 13 July 2019

ER -