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DERIVATIVE PRICES AND RISK MANAGEMENT Single discipline educational activity
Course Sheet Academic Year of enrolment:
Disciplinary Sector:
Probability and Mathematical Statistics
Professor and Collaborators:
Hours of classroom activity:
Prerequisites:
Probability and Mathematical Analysis
Objectives
Contents Stochastic processes in continuous time. Stochastic differential equations.
Financial Markets in continuous time. Derivatives hedging and risk-neutral pricing. Introduction to credit risk models.
Extended Syllabus Elements of stochastic calculus:
Stochastic processes in continuous time. Brownian motion. Filtrations and conditional expectations. Martingales, sub-martingales and super-martingales. The Ito's integral. Stochastic differential equations. Geometric Brownian motion.The Ito's formula. The Girsanov Theorem.
Financial Markets in continuous time:
The Black & Scholes model. Risk-neutral pricing. Delta-hedging and delta-vega hedging. The Black & Scholes PDE. Implied volatilty and volatility smile. Greek letters. Robustness. Multi-dimensional financial market models. The market price of risk. Complete and incomplete markets. The Heston model.
Credit risk models:
Structural models. The Merton model. Hazard rate models with deterministic hazard rate. DZCB and CDS pricing.
Recommended Bibliography - Andrea Pascucci, Calcolo stocastico per la finanza. Springer.
- McNeil, Frey,Embrechts, Quantitative Risk Management, Princeton Series in Finance
- Lecture notes provided by the teacher
- Exercise sheets available on the teacher's website (https://economia.unich.it/ )
- The textbook is also available in English and the on-line material is available in English, upon request
Methods of Provision
Teaching Methods The course is structured in 72 hours of frontal teaching, consisting of theoretical lessons and exercises sessions. The exercises proposed by the teacher are intended to verify the practical application of the topics seen at a theoretical level.
Evaluation methods Verification of learning:
The final exam will consist of both a written test and an oral exam. The written test will be composed of exercises and problems and the oral exam will be on theoretical topics.
Both the written text and the oral exam can be taken in English.
Contacts/More Information