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Driving Risk Assessment using Near-miss Events based on Panel Poisson Regression and Panel Negative Binomial Regression

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This study proposes a method for identifying and evaluating driving risk as a first step towards calculating premiums in the newly emerging context of usage-based insurance. Telematics data gathered by the Internet of Vehicles (IoV) contain a large number of near-miss events which can be regarded as an alternative for modeling claims or accidents for estimating a driving risk score for a particular vehicle and its driver (...)

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Articles publicats en revistes  (Econometria, Estadística i Economia Aplicada)

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Driving Risk Assessment using Near-miss Events based on Panel Poisson Regression and Panel Negative Binomial Regression