Colleagues, the Advanced Risk Management Professional Certificate will equip you in the advanced theory and practice of risk management, with particular emphasis on practice. MS Excel/VBA will be the principal platform for computational work. Delegates are expected to be familiar with Excel, but not VBA. VBA routines will be provided and explained in class.CPE Credits: 35. Skill-based lessons include: 1) Introduction - Why risk management?, Risk assessment vs. risk management, Taxonomy of Risks, 2) Review of Quantitative Tools - Elements of differential and integral calculus, Linear algebra, Concepts in probability, Basic statistics, Stochastic processes, 3) Concepts in Risk Management - Risk factors and profit-loss distributions, Risk Measures: Lower partial moments, Value at Risk, Expected Shortfall, Scenario analysis, Stress testing, Coherent risk measures, 4) Model Risk - Sources of Model Risk, Backtesting VaR models, Additional tests for parametric VaR models (QQ plots), 5) Equity Risk - Elements of portfolio theory, Capital Asset Pricing Model, Systematic vs. idiosyncratic risk, Equity portfolio risk and performance evaluation, 6) Fixed Income Risk - Bond and swap arithmetic, Rate risk - DV01, Duration, Convexity, Delta and delta-gamma (convexity) approximations, Foreign Exchange Risk, 7) Derivatives Risk - Forwards, Futures, Options, Option valuation, Sensitivity Measures: Greeks, 8) Measuring Market Risk with Historical Data - Collecting data to model the behavior of risk factors, Determining the loss distribution, Dollar P/L vs. returns, Computing risk measure estimates, Confidence intervals for risk measure estimates, Techniques to improve accuracy of risk estimates, Volatility updating: EWMA and GARCH, Bootstrapping the sample data, 9) Model Based approaches to Market Risk - Single risk factor models, Modeling the joint behavior of multiple risk factors, Portfolio risk measures, Techniques to reduce complexity / dimensionality, Extreme Value techniques, 10) Credit Risk - Approaches to modeling credit risk, Credit risk measures, Default correlation and portfolio credit risk, Credit derivatives, 11) Counterparty Credit Risk - OTC instruments and counterparty default risk, Exposure measures: CE, EE, PFE, Value adjustments: CVA, DVA, 12) Credit Risk Management - Credit VaR models, Monte Carlo Techniques, Parametric approaches, Approximate VaR calculations on the back of an envelope, 14) Liquidity Risk Management - Trading risk: Liquidity-adjusted VaR, Funding risk: Asset-Liability management, Role of repurchase agreements in the financial crisis, Algorithmic high frequency trading and market liquidity, 15) Operational Risk Management - Taxonomy of operational risks, Operational risk regulation, Operational risk modeling, A VaR approach to operational risk, 16) Risk Capital Allocation - Definitions of risk- and economic capital, Merton-Perold risk capital, Risk capital as a risk management tool, Risk budgeting, Measures of risk-adjusted returns: RAROC, EVA, 17) The Bank Capital Debate - Modigliani-Miller and banks, Diamond-Rajan argument for financial fragility, Admati-Hellwig argument for more capital, Debt overhang, 18) Regulatory Capital - Motives for prudential risk regulation, Systemic risk, Evolution of the Basel capital requirements, Leverage and liquidity constraints under Basel III, 19) Enterprise Risk Management - Integrated risk management within financial institutions, Aggregating financial and non-financial risks, Designing effective risk management frameworks, Best practices for risk governance.
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