Analysis of the temporal properties in car accident time series

被引:36
作者
Telesca, Luciano [1 ]
Lovallo, Michele [1 ]
机构
[1] CNR, Inst Metodol Anal Ambientale, I-85050 Tito, PZ, Italy
关键词
car accidents; Allan factor;
D O I
10.1016/j.physa.2008.01.055
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
In this paper we study the time-clustering behavior of sequences of car accidents, using data from a freely available database in the internet. The Allan Factor analysis, which is a well-suited method to investigate time-dynamical behaviors in point processes, has revealed that the car accident sequences are characterized by a general time-scaling behavior, with the presence of cyclic components. These results indicate that the time dynamics of the events are not Poissonian but long range correlated with periodicities ranging from 12 h to 1 year. (c) 2008 Elsevier B.V. All rights reserved.
引用
收藏
页码:3299 / 3304
页数:6
相关论文
共 31 条
[1]   STATISTICS OF ATOMIC FREQUENCY STANDARDS [J].
ALLAN, DW .
PROCEEDINGS OF THE INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS, 1966, 54 (02) :221-&
[2]  
[Anonymous], WAVELETS MED BIOL
[3]  
[Anonymous], PROBABILITY RANDOM V
[4]   Time-evolving distribution of time lags between commercial airline disasters [J].
Ausloos, M ;
Lambiotte, R .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2006, 362 (02) :513-524
[5]   A STATISTICAL MODEL OF FLICKER NOISE [J].
BARNES, JA ;
ALLAN, DW .
PROCEEDINGS OF THE INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS, 1966, 54 (02) :176-&
[6]   Car accidents and number of stopped cars due to road blockage on a one-lane highway [J].
Boccara, N ;
Fuks, H ;
Zeng, Q .
JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 1997, 30 (10) :3329-3332
[7]   Statistical physics of vehicular traffic and some related systems [J].
Chowdhury, D ;
Santen, L ;
Schadschneider, A .
PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS, 2000, 329 (4-6) :199-329
[8]   Predicting at-fault car accidents of older drivers [J].
De Raedt, R ;
Ponjaert-Kristoffersen, I .
ACCIDENT ANALYSIS AND PREVENTION, 2001, 33 (06) :809-819
[9]   Traffic flow in 1D cellular automaton model including cars moving with high speed [J].
Fukui, M ;
Ishibashi, Y .
JOURNAL OF THE PHYSICAL SOCIETY OF JAPAN, 1996, 65 (06) :1868-1870
[10]   Traffic and related self-driven many-particle systems [J].
Helbing, D .
REVIEWS OF MODERN PHYSICS, 2001, 73 (04) :1067-1141