3 papers
q-fin.RM2022
Will claim history become a deprecated rating factor? An optimal design method for the real-time road risk model
Jiamin Yu
With the popularity of Telematics and Self-driving, more and more rating factors, such as mileage, route, driving behavior, etc., are introduced into actuarial models. There are qu…
q-fin.RM2021
Risk Measurement, Risk Entropy, and Autonomous Driving Risk Modeling
Jiamin Yu
It has been for a long time to use big data of autonomous vehicles for perception, prediction, planning, and control of driving. Naturally, it is increasingly questioned why not us…
q-fin.RM2021
Three fundamental problems in risk modeling on big data: an information theory view
Jiamin Yu
Since Claude Shannon founded Information Theory, information theory has widely fostered other scientific fields, such as statistics, artificial intelligence, biology, behavioral sc…