ARMA-GARCH
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Updated
Oct 15, 2023 - Python
ARMA-GARCH
MSc Finance dissertation project at Newcastle University. This project focused on forecasting the volatility of exchange rates involving the Great British Pound using EWMA, GARCH-type and Implied Volatility models.
GJR-GARCH models with exogenous variance regressors
Fit GARCH-in-mean models to daily asset class returns using the Python arch package
GARCH estimation using the arch package
This project showcases an advanced GARCH implementation in Python, APARCH(1,1). It determines the parameters best defining a stock's returns variance, and then uses these in a Monte Carlo simulation to simulate future returns with asymmetric volatility clustering.
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