Hägele, Miriam; Lehtomaa, Jaakko - In: Risks : open access journal 11 (2023) 7, pp. 1-18
of observations. However, in the multivariate setting, the situation is quite different. This paper aims to provide tools … and methods for detecting dominating directional components in multivariate data. We study general heavy …-tailed multivariate random vectors in dimension d ≥ 2 and present procedures that can be used to explain why the data are heavy …