Spatial Statistical Analysis of the Traffic Accidents

26,000 people died on the roads of Europe in 2015, which is 5 500 less than in 2010. However, compared to the situation in 2014, no improvement could be experienced in this field at European Union level. Moreover, it was stated that 644 people died and 5575 suffered serious injuries as a result of road accidents on HU road network in 2015. The objective of this study is to analyse the spatial clusters of traffic accidents on the secondary Hungarian road network in line with the No. 2008/96/EC Directive of the European Parliament and of the Council. Spatial statistical methods were used to analyse the statistical distribution of the traffic accidents. The investigated network was the sections of the secondary road network, while the investigated time horizon was between 2010-2012.

[1]  E Hauer,et al.  Empirical Bayes approach to the estimation of "unsafety": the multivariate regression method. , 1992, Accident; analysis and prevention.

[2]  Fred L. Mannering,et al.  The statistical analysis of crash-frequency data: A review and assessment of methodological alternatives , 2010 .

[3]  Arthur Getis,et al.  Reflections on spatial autocorrelation , 2007 .

[4]  Árpád Török Analysing the Connection of Hungarian Economy and Traffic Safety , 2015 .

[5]  G. Arbia,et al.  Institutions and geography: Empirical test of spatial growth models for European regions , 2009 .

[6]  Zhao Yang,et al.  Score tests for overdispersion in zero-inflated Poisson mixed models , 2010, Comput. Stat. Data Anal..

[7]  Alan Agresti,et al.  A generalized regression model for a binary response , 2010 .

[8]  Chandra R. Bhat,et al.  Analytic methods in accident research: Methodological frontier and future directions , 2014 .

[9]  L. Anselin A test for spatial autocorrelation in seemingly unrelated regressions , 1988 .

[10]  A választói viselkedés térbeli modellje – empirikus kísérlet budapesti adatok alapján = A spatial model of voting behaviour - an empirical study based on Budapest data , 2014 .

[11]  Giordano Mion,et al.  Concentration, Agglomeration and the Size of Plants , 2007 .

[12]  Moksony Ferenc A Poisson-regresszió alkalmazása a szociológiai és demográfiai kutatásban , 2006 .

[13]  Árpád Török Statistical Analysis of a Multi-Criteria Assessment of Intelligent Traffic Systems for the Improvement of Road Safety , 2016 .