Mikosch T. Extreme Value Theory for Time Series.Models with Power-Law Tails 2024

Textbook in PDF format

This book deals with extreme value theory for univariate and multivariate time series models characterized by power-law tails. These include the classical ARMA models with heavy-tailed noise and financial econometrics models such as the GARCH and stochastic volatility models