White paper
Individual claim reserving: A complementary approach aggregated methods
By Eve Titon and Tinhinane Talbi
29 February 2024
More individual claim reserving models have been developed in recent decades, and the availability of increasingly detailed claims data allows for a fresh look at reserving. Yet is using individual losses more efficient than aggregate methods? We conducted a study that highlights the benefits of using line-by-line claims data and compares individual reserving methods with conventional aggregate methods. In this white paper, we discuss:
- Different types of individual claim reserving models
- The analysis of a line-by-line database for providing guidance to claims handlers
- Modelling framework and calibration
- Results and comparison with aggregated standard methods
- Flexibility of individual claim reserving models