Improving Business Insurance Loss Models by Leveraging InsurTech Innovation
By Zhiyu Quan, Changyue Hu, Panyi Dong, Emiliano A. Valdez
Rating
1197
Battle Count: 70
Relevance
6/10
While focused on insurance, the methodology of combining traditional and novel data sources could be adapted for financial risk modeling in trading
Implementation Complexity
7/10
Requires integration of multiple data sources and advanced modeling techniques, as well as domain expertise in insurance
Reproducibility
3/5
The paper provides detailed methodology, but uses proprietary data which may not be publicly available
About this paper
Methodology: InsurTech-enhanced loss modeling. Problem types: Regression, Risk Management.
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