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This document provides an overview of ARCH and GARCH models for modeling time-varying volatility in economic and financial time series data. It discusses the basic structures of ARCH and GARCH models, including the ARCH(q) and GARCH(p,q) specifications. It also summarizes variations of GARCH models including asymmetric response models, models with fat-tailed distributions, integrated GARCH models, and multivariate GARCH models. Estimation techniques like maximum likelihood and diagnostic testing are also co

Author

Mahfudhotin

Language

EN