Flavio Santi

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

2026 · Advances in Data Analysis and Classification

Abstract 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 usually appropriate for the body of the distribution, …