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Auto Insurance Pricing Using Telematics Data: Application of a Hidden Markov Model
North American Actuarial Journal Pub Date : 2024-02-02 , DOI: 10.1080/10920277.2023.2285977
Qiao Jiang 1 , Tianxiang Shi 1
Affiliation  

This study develops a hidden Markov model (HMM)-based clustering framework to predict auto insurance losses using driving characteristics extracted from telematics data. Through a simulation experi...

中文翻译:

使用远程信息处理数据的汽车保险定价:隐马尔可夫模型的应用

本研究开发了一种基于隐马尔可夫模型 (HMM) 的聚类框架,利用从远程信息处理数据中提取的驾驶特征来预测汽车保险损失。通过模拟实验...
更新日期:2024-02-07
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