In order to preserve their solvency, it is very important for insurance companies to accurately estimate their future …), and 3) these latter probability based models combined with bootstrapping. To implement these models we used data on life-insurance … and non-life insurance. Our findings indicate among distribution based methods, Mack's model (dataset 1 and 2) and Gamma …