Estimation of the number of principal components in high-dimensional multivariate extremes

Lucas Butsch, Vicky Fasen-Hartmann

For multivariate regularly random vectors of dimension $d$, the dependence structure of the extremes is modeled by the so-called angular measure. When the dimension $d$ is high, es…