Graduate Certificate in Advanced Portfolio Risk Modelling
-- ViewingNowThe Graduate Certificate in Advanced Portfolio Risk Modelling is a comprehensive course designed to equip learners with essential skills for career advancement in the financial industry. This program focuses on teaching students how to analyze and manage investment risks, a critical aspect of portfolio management.
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โข Advanced Risk Metrics: Value at Risk, Conditional Value at Risk, and Extreme Value Theory
โข Portfolio Theory and Optimization: Modern Portfolio Theory, Black-Litterman Model, and Robust Optimization
โข Multi-Factor Models: Fama-French Three-Factor Model, Carhart Four-Factor Model, and APT
โข Time Series Analysis for Risk Modeling: Autoregressive Conditional Heteroskedasticity (ARCH), Generalized Autoregressive Conditional Heteroskedasticity (GARCH), and Stochastic Volatility Models
โข Factor Analysis and PCA in Risk Modeling
โข Extreme Events and Tail Dependence: Copulas, vine copulas, and survival functions
โข Machine Learning Techniques in Portfolio Risk Modeling: Random Forests, Neural Networks, and Support Vector Machines
โข Portfolio Risk Management Applications: Risk Budgeting, Risk Allocation, and Risk Parity
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