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

Sun, ShuaiBi, JunGuillén, MontserratPérez Marín, Ana María2021-11-092021-11-092021-071099-4300https://hdl.handle.net/2445/181175This 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 (...)22 p.application/pdfengcc-by (c) Sun, Shaui et al., 2021https://creativecommons.org/licenses/by/4.0/Avaluació del riscAssegurances d'accidents de treballAnàlisi de regressióAnàlisi de dades de panelRisk assessmentEmployers' liability insuranceRegression analysisPanel analysisDriving Risk Assessment using Near-miss Events based on Panel Poisson Regression and Panel Negative Binomial Regressioninfo:eu-repo/semantics/article7133462021-11-09info:eu-repo/semantics/openAccess34209743