Extreme Value Theory: Applications to Time Series

This lecture covers the application of Extreme Value Theory to time series analysis, focusing on the theory of extremes, point processes, and moving maxima. The instructor discusses the implications of the theory, the extremogram, and the threshold sequences for rare events. Real-life examples and the effect of local dependence on extreme events are also explored.