Determinants of Male Adolescents Smoking Behavior in Indonesia using Negative Binomial Regression
نویسندگان
چکیده
منابع مشابه
Estimation of Count Data using Bivariate Negative Binomial Regression Models
Abstract Negative binomial regression model (NBR) is a popular approach for modeling overdispersed count data with covariates. Several parameterizations have been performed for NBR, and the two well-known models, negative binomial-1 regression model (NBR-1) and negative binomial-2 regression model (NBR-2), have been applied. Another parameterization of NBR is negative binomial-P regression mode...
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OBJECTIVES To determine the smoking prevalence and to examine the determinants of smoking behaviour among male adolescents in Semarang, Indonesia. DESIGN A random sample of schools in Semarang (population 1.5 million) was obtained using a stratified sampling procedure (strata based on type of school and district). A total of 149 schools were selected (response rate 72%). Within the schools 18...
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conclusions the results showed that the prevalence of cigarette smoking in adolescents was high, and the theory of planned behavior (tpb) components were significant predictors of cigarette smoking. it seems that interventions targeting adolescents’ smoking habits might benefit using the tpb model. patients and methods this was a cross-sectional study involving male adolescent students (high sc...
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Rate differences are an important effect measure in biostatistics and provide an alternative perspective to rate ratios. When the data are event counts observed during an exposure period, adjusted rate differences may be estimated using an identity-link Poisson generalised linear model, also known as additive Poisson regression. A problem with this approach is that the assumption of equality of...
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A number of methods have been proposed for dealing with extra-Poisson variation when doing regression analysis of count data. This paper studies negative-binomial regression models and examines efficiency and robustness properties of inference procedures based on them. The methods are compared with quasilikelihood methods. RESUME Plusieurs mkthodes ont ktk propokes en vue de traiter le probltme...
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ژورنال
عنوان ژورنال: Indonesian Journal of Statistics and Its Applications
سال: 2021
ISSN: 2599-0802
DOI: 10.29244/ijsa.v5i1p182-194