Regularly Varying Time Series

In the previous chapters we studied regularly varying random variables and finite-dimensional random vectors. The objective of the present chapter is to use this knowledge and to create the framework of a regularly varying sequence of random variables or random vectors. A natural approach to this task is to assume that all marginal and finite-dimensional distributions of this sequence are regularly varying in the sense of Chap. 3 .