PENDEKATAN REGRESI LOGISTIK BAYES PADA PEMODELAN PERILAKU IBU TERHADAP KEBERSIHAN MULUT ANAK BALITA

Kastin Dwilen Pong Sumae, I. G. A. M. Srinadi, I. W. Sumarjaya
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Abstract

Human behavior is a set of behaviors that humans have that are influenced by customs, value, ethics, attitudes, emotion, power, persuasion, and/or genetics. Oral hygiene is a form of dental hygiene. Toddler often suffer from oral and dental problems such as tooth decay or cavities. Hence, parental behavior towards the oral hygiene of toddler is urgently needed. This study aims to determine the factors that significantly influence maternal behavior on oral hygiene in toddler and to obtain a model of maternal behavior using Bayesian logistic regression method. Bayesian method estimation is solved using Markov Chain Monte Carlo (MCMC) simulation. The results of this study indicate that the variables of knowledge and income have a significant impact on maternal behavior in maintaining oral hygiene in toddler.
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逻辑注册发展比我的模型更好或模型已经确认你必须BALITA
人类行为是受习俗、价值观、伦理、态度、情感、权力、说服和/或基因影响的一系列人类行为。口腔卫生是口腔卫生的一种形式。幼儿经常遭受口腔和牙齿问题,如蛀牙或蛀牙。因此,迫切需要父母对幼儿口腔卫生的行为。本研究旨在确定影响幼儿口腔卫生的母亲行为的显著因素,并采用贝叶斯逻辑回归方法获得母亲行为模型。利用马尔可夫链蒙特卡罗(MCMC)模拟求解贝叶斯估计。本研究结果表明,知识和收入变量对母亲维持幼儿口腔卫生的行为有显著影响。
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审稿时长
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