Predictive performance of count regression models versus machine learning techniques: A comparative analysis using an automobile insurance claims frequency …

G Alomair - PloS one, 2024 - journals.plos.org
Accurate forecasting of claim frequency in automobile insurance is essential for insurers to
assess risks effectively and establish appropriate pricing policies. Traditional methods …

[HTML][HTML] Automated Actuarial Data Analytics-Based Inflation Adjusted Frequency Severity Loss Reserving Model

B Mahohoho - Open Journal of Statistics, 2024 - scirp.org
In this paper, the Automated Actuarial Loss Reserving Model is developed and extended
using machine learning. The traditional actuarial reserving techniques are no longer …