Accurate forecasting of insurance claims is of the utmost importance for insurance activity as the evolution of claims … capital required (by the regulators) to absorb the assumed risks. The conventional claim forecasting methods attempt to fit … claims. This study offers a fresh approach in insurance claims forecasting. First, we introduce two novel sets of variables …