Model Validation and Backtesting - Advanced Risk Modeling | Lecture Notes - YNetStudyHub
Advanced Risk Modeling

Model Validation and Backtesting

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Overview of the importance of validating risk models to ensure their accuracy and reliability. Discuss the concept of backtesting to assess the performance of risk models against historical data and identify potential model weaknesses.

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Unit Syllabus 9 Topics
1
Introduction to Advanced Risk Modeling
VaR (Value at Risk) Modeling
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CVaR (Conditional Value at Risk) Modeling
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Stress Testing
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Scenario Analysis
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Monte Carlo Simulation
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Model Validation and Backtesting
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Machine Learning in Risk Modeling
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Regulatory Requirements and Compliance
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