Buy QBUS 6830
Financial Time Series and Forecasting Assignments
One of the basic aspects of contemporary financial risk management and pricing of assets is statistical and time series modelling. Additionally, forecasting is critical in making financial and investment decisions.
The unit studies how time series models are applied to evaluation of financial market data. It also discusses techniques for predicting, testing, and gauging sensitivity of these models.
Topics covered are: feature of financial return data; predicting measures of market risk e.g. Value at Risk; models of financial return factors; measuring and predicting conditional volatility through GARCH and ARCH; Capital Asset Pricing Model (CAPM). Focus is mostly on analysing actual market datasets. Computing packages are used to help students gain hands-on experience.
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