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Lecture
Machine Learning in Finance: Volatility Estimation and Strategies
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Factor Models and CAPM
Covers the Capital Asset Pricing Model, estimating betas, empirical evidence on returns versus beta, short-sale constraints, and optimal portfolio choice.
ARCH and GARCH Models: Volatility Forecasting
Covers ARCH and GARCH models for volatility forecasting in risk-factor changes.
