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Hierarchical random models in road transport safety

Abstract

In this paper multilevel approach to the issue of road safety level on the road network of European regions, classified as NUTS 2 in statistical databases of the EU, has been presented. The risk calculated as the number of death casualties in road accidents per 100,000 inhabitants of a given region has Poisson distribution. Therefore, generalized Poisson model has been assumed in the modelling process. Multilevel stochastic analysis was performed for the studied factor. Then a model was created that took into account the impact of different characteristics available on different level of aggregation, which may be helpful in the actions aimed at improvement of road safety in respective regions.

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Category:
Conference activity
Type:
materiały konferencyjne indeksowane w Web of Science
Title of issue:
PROCEEDINGS OF THE EUROPEAN SAFETY AND RELIABILITY CONFERENCE (ESREL) strony 355 - 360
Language:
English
Publication year:
2015
Bibliographic description:
Wachnicka J., Jamroz K., Smolarek L..: Hierarchical random models in road transport safety, W: PROCEEDINGS OF THE EUROPEAN SAFETY AND RELIABILITY CONFERENCE (ESREL), 2015, ,.
DOI:
Digital Object Identifier (open in new tab) 10.1201/b17399-53
Verified by:
Gdańsk University of Technology

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