Dimension Reduction in Multivariate Extremes via Latent Linear Factor Models

Alexis Boulin, Axel Bücher

We propose a new and interpretable class of high-dimensional tail dependence models based on latent linear factor structures. Specifically, extremal dependence of an observable vec…