Programme Content
Programme Contents
Overview of Risk Management The Philosophy of Risk:
Understanding the contours of Uncertainty, Risk and Complexity
Approaches towards Risk Management: Theory and Practice
Risk management framework for Financial Institutes: The philosophy and contours of Basel Framework and beyond
Enterprise Risk Management: A holistic risk management framework for the non-financial firms
Complexity science and the emergence of a new paradigm of risk management
Quantitative Analysis for Risk Management (Statistics Probability distributions
Sample and population statistics
Statistical inference and hypothesis testing
Measure of dependence (correlations)
Linear single and multiple regressions
Time series analysis and forecasting
An Introduction to R and Python for
Application of quantitative analysis using R and Python
Machine
Learning using Python
Application of Machine Learning for Risk Management
An Overview of Financial Institutions and Markets
Structure and functions of Financial Institutions
Financial statement analysis and Bank valuation
Understanding risk in the financial institutions
Risk in the equity and bond markets
Options, Futures, and Other Derivatives
Futures and hedging strategies
Options and hedging strategies
Interest rate futures and hedging strategies
Options Greek
Fixed Income Securities
Valuing a Fixed Income Security: The relationship between the interest rate and the price of a debt asset
Understanding and predicting the yield curve
The fixed income portfolio strategies and the interest rate: sources of interest rate risk affecting the fixed income portfolio
Duration, Convexity and single factor risk management
Immunization and other passive portfolio management strategies
Using Market based risk hedging: Interest Rate Futures and Interest Rate Swaps
Financial Decisions using Simulation
Introduction to simulation in financial decisions
Analyzing NPV under uncertainty
Cash balance analysis and Investment Modelling
Revenue management using simulation
Analytics for Financial Risk Management using R
Short-and Long-run relationship and their assessment
Assessment of volatility model
Analysis of Value-at-Risk and Expected Shortfall
Portfolio Management
Credit Risk Measurement and Management
The nature of Credit Risk: the challenges and peculiarity of managing credit risk
Credit Default Swap
Asset Backed Securities
Structural models for credit risk (Merton, KMV)
LGD Estimations: LGD model and its applications
Exposure of Default-EADF modelling
Liquidity Risk Management
Liquidity risk, principles, and metrics
Liquidity adjusted Value-at-Risk under normal and stressed market
Cash flow modelling, liquidity stress testing
