This course focuses on applications of optimization methods in portfolio construction and risk management. The first module discusses portfolio construction via Mean-Variance Analysis and Capital Asset Pricing Model (CAPM) in an arbitrage-free setting. Next, it demonstrates the application of the security market line and sharpe optimal portfolio in the exercises. The second module involves the difficulties in implementing Mean-Variance techniques in a real-world setting and the potential methods to deal with it. We will introduce Value at Risk (VaR) and Conditional Value at Risk (CVaR) as risk measurements, and Exchange Traded Funds (ETFs), which play an important role in trading and asset management. Typical statistical biases, pitfalls, and their underlying reasons are also discussed, in order to achieve better results when completing real statistical estimation. The final module looks directly at real-world transaction costs modeling. It includes the basic market micro-structures including order book, bid-ask spread, measurement of liquidity, and their effects on transaction costs. Then we enrich Mean-Variance portfolio strategies by considering transaction costs.
Este curso forma parte de Programa especializado: ingeniería financiera y gestión de riesgos
ofrecido por
Programa especializado: ingeniería financiera y gestión de riesgosUniversidad de ColumbiaAcerca de este Curso
Students should have intermediate to advanced undergraduate courses in: (i) probability and statistics, (ii) linear algebra, and (iii) calculus.
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Prueba Coursera para negociosHabilidades que obtendrás
- Capital Asset Pricing Model (CAPM)
- risk measurements
- Value at Risk (VaR)
- Exchange Traded Funds (ETFs)
- transaction costs-modeling
Students should have intermediate to advanced undergraduate courses in: (i) probability and statistics, (ii) linear algebra, and (iii) calculus.
¿Podría tu empresa beneficiarse de la capacitación de los empleados en las habilidades más demandadas?
Prueba Coursera para negocios
ofrecido por
Programa - Qué aprenderás en este curso
Course Overview
Mean-Variance Analysis and CAPM
Assignment week
Practical Issues in Implementing Mean Variance
Reseñas
- 5 stars66,66 %
- 4 stars20 %
- 2 stars6,66 %
- 1 star6,66 %
Principales reseñas sobre OPTIMIZATION METHODS IN ASSET MANAGEMENT
The course overall is good. But the structure is kinda messy, and definitions used in assignments are not very clear sometimes.
It would be nice if more reading materials or reference can be pointed to, for example, specific chapters of a book or a specific paper, or lecture notes.
Acerca de Programa especializado: ingeniería financiera y gestión de riesgos
Preguntas Frecuentes
¿Cuándo podré acceder a las lecciones y tareas?
¿Qué recibiré si me suscribo a este Programa especializado?
¿Hay ayuda económica disponible?
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