
Let's begin with the basics:
Topic No. 1: Background & Introduction to Risk Management: We start with an introduction and certain case studies leading to Risk Management.
Review and Critique of Modern Portfolio Theory with regard to Risk Management
Concepts of Probability and Statistics and their application to Risk Management
Topic No. 2: Value at Risk (VaR) Concepts and their application to Risk Management: What is VaR, why is it important, why is it useless and how it should be looked upon for Risk Management
Portfolio Risk, Incremental and Marginal Risk
Topic No. 3: Advanced Value at Risk VaR for Risk Management: We talk about the quantitative methods like simulations and regressions
Monte Carlo Simulation
What is the Fat Tail and Black Swan?
Weaknesses in VaR and how to address them
Topic No. 4: Regulatory Environment and needs for Risk Management:
Basel II and Proposed Industry Regulation Requirements
Disclosures and Measures, Sharpe Ratio calculations, etc.
Topic No. 5: Extreme Events that may shatter Risk Management Techniques: We always look at the AVERAGE or MEAN value and assume that it will be applicable. What we dont understand is that worst cases and extreme cases can shatter us in big way.
Worst Case Scenarios analysis
Back Testing and its usage in Risk Management
Stress Testing for Risk Management models
Extreme Value Theory (EVT)
Topic No. 6: Credit Risk and managing it with Risk Management: Here we introduce models which are specific to Credit Risk - something like the counterparty risk.
Altman Z Score, Merton and Jarrow Models, Transition Models
CDO - Collateralized Debt Obligations
CDS - Credit Default Swaps
Impact on Overall Markets
Topic No. 7: Multi Factor Models and their applications to Risk Management:
Alternative Way to Identify and Manage Risk
Topic No. 8: Liquidity Risk and analysis within Risk Management:
A case study about how Bear Stearns was let down because of liquidity risk
Topic No. 9: Operational Risk and its mitigation with Risk Management Techniques:
Key Risk Indicators (KRI) and Control Self Assessments (CSA)
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