Risk Classification for Claim Counts

A Comparison of Risk Classification Methods for Claim Severity Data

Modeling Multivariate Claim Counts Using Copulas

A Multilevel Analysis of Intercompany Claim Counts

It is common for professional associations and regulators to combine the claims experience of several insurers into a database known as an “intercompany” experience data set. In this paper, we analyze data on claim counts provided by the General Insurance Association of Singapore, an organization consisting of most of the general insurers in Singapore. Our data comes from the financial records ...

Multivariate negative binomial models for insurance claim counts

It is no longer uncommon these days to find the need in actuarial practice to model claim counts from multiple types of coverage, such as the ratemaking process for bundled insurance contracts. Since di↵erent types of claims are conceivably correlated with each other, the multivariate count regression models that emphasize the dependency among claim types are more helpful for inference and pred...

Toward Stance Classification Based on Claim Microstructures

Claims are the building blocks of arguments and the reasons underpinning opinions, thus analyzing claims is important for both argumentation mining and opinion mining. We propose a framework for representing claims as microstructures, which express the beliefs, judgments, and policies about the relations between domainspecific concepts. In a proof-of-concept study, we manually build microstruct...