Modeling and estimating skewed and heavy-tailed populations via unsupervised mixture models

Marco Bee, Flavio Santi

We develop a mixture model for non-negative, heavy-tailed data, such as losses in actuarial and risk management applications. The mixture has a lognormal component, which is usuall…