Weak Convergence for Self-Normalized Partial Sum Processes in the Skorokhod M1 Topology with Applications to Regularly Varying Time Series

Christis Katsouris

In this paper we study the weak convergence of self-normalized partial sum processes in the Skorokhod M1 topology for sequences of random variables which exhibit clustering of larg…