COMPARAÇÃO E APLICAÇÃO DE MODELOS DE REGRESSÃO BINÁRIA NA RETENÇÃO DE CAPACETES DE MOTOCICLISTAS

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Ricardo Rasmussen PETTERLE
Cleiton Aquino de FREITAS
Ademir Marchi FURTADO
Fábio Henrique de CARVALHO
Wagner Hugo BONAT

Abstract

Helmet is a security equipment of mandatory use for Brazilian motorcyclists. It is compost of an outer wrapper and a retention system. The usefulness of such a system is keeping the helmet on the head. The helmet can be used in the correct or incorrect way. If used incorrectly, the helmet can be more likely ejected, increasing the mortality of the motorcyclists. The main goal of this paper is to identify factors associated with the incorrect use of the helmet. We evaluated the helmet type, coupling type, sex and position on the motorcycle. The data was collected in Curitiba, PR, Brazil. We fitted generalized linear models using the Bernoulli distribution and compared the fit of eight link functions: logit, probit, complement log-log, Cauchy, Aranda-Ordaz, Weibull, Prentice and Studel. For our data, the Cauchy link function presented the best fit. The results showed that gender is not statistically signicant, however, helmet type, coupling type and position on the motorcycle are important factors to determine the probability of correct use of the helmet.

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How to Cite
PETTERLE, R. R., FREITAS, C. A. de, FURTADO, A. M., CARVALHO, F. H. de, & BONAT, W. H. (2017). COMPARAÇÃO E APLICAÇÃO DE MODELOS DE REGRESSÃO BINÁRIA NA RETENÇÃO DE CAPACETES DE MOTOCICLISTAS. Brazilian Journal of Biometrics, 35(2), 266–282. Retrieved from https://biometria.ufla.br/index.php/BBJ/article/view/69
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Articles
Author Biographies

Ricardo Rasmussen PETTERLE, Universidade Federal do Paraná

Estatístico na coordenação do curso de Medicina.

Cleiton Aquino de FREITAS, Universidade Federal do Paraná

Acadêmico do curso de Medicina.

Ademir Marchi FURTADO, Universidade Federal do Paraná

Acadêmico do curso de Medicina.

Fábio Henrique de CARVALHO, Universidade Federal do Paraná

Professor do curso de Medicina.

Wagner Hugo BONAT, Universidade Federal do Paraná

Professor no departamento de Estatística.

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