Hanfang Yang

Renmin University of China - School of Statistics

No.59 Zhongguancun Street, Renmin University

Beijing, 100872

China

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Scholarly Papers (1)

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Driving Risk Evaluation Based on Telematics Data

Number of pages: 20 Posted: 13 Dec 2018
Guangyuan Gao, Mario V. Wuthrich and Hanfang Yang
Renmin University of China - School of Statistics, RiskLab, ETH Zurich and Renmin University of China - School of Statistics
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Abstract:

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Telematics data; Driving habit; Driving style; v-a heatmap; Acceleration pattern; K-mediods algorithm; Principal components analysis; Generalized additive model; Generalized linear model; Variable selection; Collinearity; Poisson regression; Deviance statistics; Claims frequency modeling; Car