Comet Calendar

Statistics Seminar by Himchan Jeong (Simon Fraser University)

Dial-In Information

MS Teams

Friday, October 6, 2023 at 11:00am to 12:00pm

Sciences Building (SCI), 2.230
800 W. Campbell Road, Richardson, Texas 75080-3021

Integration of Traditional and Telematics Data for Efficient Insurance Claims Prediction

While driver telematics has gained attention for risk classification in auto insurance, scarcity of observations with telematics features has been problematic, which could be owing to either privacy concern or favorable selection compared to the data points with traditional features. To handle this issue, we propose a data integration technique based on calibration weights. It is shown that the proposed technique can efficiently integrate the so-called traditional data and telematics data and also cope with possible adverse selection issues on the availability of telematics data. Our findings are supported by a simulation study and empirical analysis in a synthetic telematics dataset.

UTD strives to create inclusive and accessible events in accordance with the Americans with Disabilities Act (ADA). If you require an accommodation to fully participate in this event, please contact the event coordinator (listed below) at least 10 business days prior to the event. If you have any additional questions, please email ADACoordinator@utdallas.edu and the AccessAbility Resource Center at accessability@utdallas.edu.

Event Type

Lectures & Workshops

Target Audience

Undergraduate Students, Faculty & Staff, Graduate Students

Topic

Research, Science & Technology

Tags

math, statistics, data science, stat.fall2023

Website

https://math.utdallas.edu/statistics-...

Department
Natural Sciences & Mathematics
Contact Information
Yunan Wu
yunan.wu@utdallas.edu
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