Generalized F distribution model with random parameters for estimating property damage cost in maritime accidents

被引:13
|
作者
Weng, Jinxian [1 ]
Yang, Dong [2 ]
Du, Gang [3 ]
机构
[1] Shanghai Maritime Univ, Coll Transport & Commun, Shanghai, Peoples R China
[2] Hong Kong Polytech Univ, Dept Logist & Maritime Studies, Hong Kong, Hong Kong, Peoples R China
[3] East China Normal Univ, Sch Business Adm, Fac Econ & Management, Dept Business Management, Shanghai, Peoples R China
关键词
Generalized F distribution; ship property damage; shipping traffic accident; random parameter; cost; VESSEL ACCIDENTS; MAXIMUM-LIKELIHOOD; DETERMINANTS; CASUALTIES; COLLISION; SEVERITY; STRAIT; SEA; ISTANBUL; SAFETY;
D O I
10.1080/03088839.2018.1475760
中图分类号
U [交通运输];
学科分类号
08 ; 0823 ;
摘要
This study develops a generalized F distribution model with random parameters to estimate the ship property damage cost in maritime traffic accidents with 10 years' shipping accident data in the Fujian waters. Model results show that sinking and capsizing can incur the largest property damage cost, followed by collisions, contact, grounding and fire/explosion. There is a smaller ship property damage cost when the ship is moored or docked. The poor visibility has the least impact on the increment of ship property damage cost. Results reveal that the bigger property damage cost is associated with maritime accidents occurring in the Straits/sea areas and under the strong wind/wave condition and nighttime periods. It is also found that the lookout failure exhibits a bigger effect than the operation error. These results are helpful for policy makers to make efficient strategies for reducing property damage cost in maritime accidents. The developed model is useful for insurance companies in determining the appropriate ship insurance rates.
引用
收藏
页码:963 / 978
页数:16
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