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http://hdl.handle.net/2445/181175| Title: | Driving Risk Assessment using Near-miss Events based on Panel Poisson Regression and Panel Negative Binomial Regression |
| Author: | Sun, Shuai Bi, Jun Guillén, Montserrat Pérez Marín, Ana María |
| Keywords: | Avaluació del risc Assegurances d'accidents de treball Anàlisi de regressió Anàlisi de dades de panel Risk assessment Employers' liability insurance Regression analysis Panel analysis |
| Issue Date: | Jul-2021 |
| Publisher: | MDPI |
| Abstract: | 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 (...) |
| Note: | Reproducció del document publicat a: https://doi.org/10.3390/e23070829 |
| It is part of: | Entropy, 2021, vol. 23, num. 829, p. 1-22 |
| URI: | http://hdl.handle.net/2445/181175 |
| Related resource: | https://doi.org/10.3390/e23070829 |
| ISSN: | 1099-4300 |
| Appears in Collections: | Articles publicats en revistes (Econometria, Estadística i Economia Aplicada) |
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| File | Description | Size | Format | |
|---|---|---|---|---|
| 713346.pdf | 1.62 MB | Adobe PDF | View/Open |
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