TABLE OF CONTENT
Chapter 1 - Risk Basics & Fundamentals
- Nature of Risk
- Sources of Risk
- Need for Risk Management
- Process of Risk Management
- Risk Policy
- Risk Management Approaches
- Introduction to no-arbitrage principles
Chapter 2 - Risk Classification
- Credit Counterparty Risk
- Market Risk
- Operational Risk
- Liquidity risk
- Other Risks
Chapter 3 - Measuring Risk
- Measurement of Credit Risk
- Measurement of Market Risk
- Measurement of Interest Rate Risk and Asset Liability Management (ALM)
- Measurement of Operational Risk
- Beyond variance — Alternative risk measures
- Statistical biases in performance evaluation — survivorship bias and data snooping
Chapter 4 - Mathematical & Statistical Foundations
- Review of basic probability
- Conditional expectations and variances
- Multivariate distributions
- The multivariate normal distribution
- Introduction to martingales
- Introduction to Brownian motion
- Geometric Brownian motion
- Review of vectors and matrices
- Linear optimization
- Nonlinear optimization
Chapter 5 - Interest Rates & Fixed Income Instruments
- Interest rates and fixed-income instrument types
- Floating rate bonds
- Term structure of interest rates
- Term structure lattice models
- Cash account and pricing zero-coupon bonds
- Forward equations
- Model calibration
- BDT model — pricing a payer swaption (applied example)
- Fixed income derivatives pricing in practice
Chapter 6 - Derivatives — Forwards, Futures & Swaps
- Forward contracts
- Swaps
- Futures
- Futures pricing in Excel (practical session)
- Fixed income derivatives — options on bonds
- Fixed income derivatives — bond forwards
- Fixed income derivatives — bond futures
- Caplets and floorlets
- Swaps and swaptions
- Pricing forwards and futures in the binomial model
Chapter 7 - Options & Options Pricing
- Introduction to options
- Options pricing fundamentals
- The 1-period binomial model
- Option pricing in the 1-period binomial model
- The multi-period binomial model
- Intuition behind binomial pricing
- Pricing American options
- Replicating strategies
- Including dividends
- The Black-Scholes model (introduction)
- The Black-Scholes model (deeper treatment)
- Pricing a European put on a futures contract (applied example)
- Bull and bear spreads
- Delta neutral strategies
- Binomial model
Chapter 8 - The Greeks & Derivatives Risk Management
- Delta and gamma
- Vega and theta
- Risk management of derivatives portfolios
- Delta-hedging
Chapter 9 - Volatility Surface & Advanced Options
- The volatility surface
- The volatility surface in action
- Why is there a skew?
- What the volatility surface tells us
- Pricing derivatives using the volatility surface
- Beyond the volatility surface and Black-Scholes
Chapter 10 - Portfolio Theory and Capital Asset Pricing
- Overview of mean-variance analysis
- Mean-variance analysis in Excel (practical session)
- The efficient frontier
- Mean-variance with a risk-free asset
- Risk-free frontier in Excel
- Capital asset pricing model (CAPM)
- Implementation difficulties with mean-variance
- Negative exposures and leveraged ETFs
Chapter 11 - Credit Risk — Managing & Modelling
- Managing credit risk
- Credit ratings
- Credit derivatives
- Modelling defaultable bonds
- Pricing defaultable bonds
- Credit default swaps (CDS)
- Pricing credit default swaps
Chapter 12 - Structured Credit — CDOs & Beyond
- Structured credit and CDOs
- The Gaussian copula model
- A simple CDO example — Part I & Part II
- Mechanics of a synthetic CDO tranche
- Computing the fair value of a CDO tranche
- Cash and synthetic CDOs
- Pricing and risk management of CDO portfolios
- CDO-squared and beyond
Chapter 13 - Mortgage-Backed Securities
- Introduction to mortgage mathematics
- Prepayment risk and mortgage pass-throughs
- Mortgage pass-throughs in Excel (practical session)
- Principal-only and interest-only MBS
- Risks of PO and IO MBS
- Collateralised mortgage obligations (CMOs)
- Pricing mortgage-backed securities
Chapter 14 - Liquidity, Execution & Real Options
- Liquidity, trading costs and portfolio execution
- Optimal execution
- Portfolio execution strategies
- Optimal execution in Excel — Part I & Part II
- Real options
- Valuation of natural gas and electricity options
- Real options in Excel
Chapter 15 - Regulatory Framework & Basel II
- Regulatory framework overview
- The Basel Committee
- Three pillars of Basel II
- Scope of application
- Pillar 1 — minimum capital requirements
- The standardised approach
- The internal ratings based (IRB) approach
- Pillar 2 — supervisory review process
- Pillar 3 — market discipline
- Market risk under Basel II
- Operational risk under Basel II
Chapter 16 - Other Issues in Risk Management
- Best practices in risk management
- Challenges to risk management
- Accounting issues
- Tax issues
- Management information systems (MIS)
- Integrated risk management
- Insurance as a risk management tool
Chapter 17 - Case Studies in Financial Risk
- Barings Bank
- Herstatt Bank
- Long-Term Capital Management (LTCM)
- Enron
- Orange County
- Practitioner perspective
- Conclusion
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