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| Overview of Banking Risk |
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Definition of risk and uncertainty |
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The dimensions of risk |
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Market risk: FX, I/R, equity, commodity, basis, and volatility risks |
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Credit and counterparty risk |
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Liquidity risk |
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Operating risk — including fraud and settlement risk |
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Legal, regulatory, and political risk |
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The risk / return trade-off |
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| Review of Statistical Concepts |
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Statistical distributions |
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Mean, variance, standard deviation, skewness and kurtosis |
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Probability distributions |
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Mastering the Normal distribution |
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Confidence intervals |
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Volatility |
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Correlation and auto-correlation |
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Calculating Volatility from Market Data |
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| Pricing Principles for Financial Products |
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FRAs |
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Swaps |
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Options |
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Why options behave differently |
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Option pricing models – how do they work? |
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The "Greeks" for options |
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Market risk for financial products |
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Symmetrical vs. non-symmetrical products |
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Pricing Options |
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| Overview of VaR |
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Objective of Value At Risk (VaR) |
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Establishing confidence intervals |
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Principles of calculating VaR |
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Methods of calculating VaR |
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The variance / covariance (parametric) approach |
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The Monte-Carlo risk approach |
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Using historical simulation |
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Stress-testing and scenario analysis |
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| Implementing VaR |
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Principles |
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Choosing a confidence levels (5%?, 1%?, 0.0001%?) |
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Choosing a time horizon (1d?, 10d?, 30 days?) |
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Gathering risk data |
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Full valuation vs. parametric approaches |
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Implementing the variance / covariance approach |
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Historical simulation |
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Choosing scenarios for Monte-Carlo and stress-testing |
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Comparing methodologies |
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Verifying VaR |
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Back-testing and model validation |
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Calculating VaR using the Historical Simulation approach |
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| VaR for a Portfolio of Instruments |
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Combining and integrating risk exposures |
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Portfolio risk and correlation concepts |
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Components of portfolio risk – the Greeks again |
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Risk managing the entire portfolio |
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Additive, non-additive, and offsetting risks |
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Managing a portfolio of linear instruments |
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Managing a portfolio of non-linear instruments |
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Special problems caused by convex products |
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Correlations between interest rates, currencies, and other financial risk dimensions |
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Calculating VaR for a Banking Portfolio |
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