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CODE 41605
ACADEMIC YEAR 2017/2018
CREDITS
SCIENTIFIC DISCIPLINARY SECTOR SECS-S/06
LANGUAGE Italian
TEACHING LOCATION
SEMESTER 2° Semester
TEACHING MATERIALS AULAWEB

OVERVIEW

Course description

An introduction to mathematical methods focusing on portfolio optimization. Starting from the model of asset allocation of Markowitz, the student will be introduced to classical portfolio theory, to move to allocation methods based on Value at Risk, Expected Shortfall, as well as to techniques relying on bootstrap.

AIMS AND CONTENT

LEARNING OUTCOMES

An introduction to mathematical methods focusing on portfolio optimization.Starting from the model of asset allocation of Markowitz, the student will be introduced to classical portfolio theory, included the APT and CAPM, to move then to allocation methods based on Value at Risk, Expected Shortfall, as well as to techniques relying on bootstrap.

TEACHING METHODS

Lessons held by the instructor as well as cases study.

SYLLABUS/CONTENT

Part I: Portfolio selection à la Markowitz 

Returns calculation. Stylized facts: lack of correlation; Quadratic Positive Correlation; Absence of Normality. Mean-Variance Model: the case of two assets and the general case. Graphical analysis,. Implications. The separation theorem and its financial interpretation. Efficient portfolios by way of matrix algebra. The efficient frontier. The model with a risk-free asset. An outline on CAPM and market line.

 

Part II: Risk Measures.

A quantile-based approach. Coherent risk measures. Value-at-Risk: definition and statistical implications.  Expected Shortfall: definition and statistical implications. Some tests on VaR.

 

Part III: Advanced Asset Allocation.

Outline of bootstrap techniques. The resampling approach by Michaud. The Black-Litterman model. Mean-variance-skewness  models of asset allocation. Portfolio optimization based on risk measures.

RECOMMENDED READING/BIBLIOGRAPHY

Books and classes material will be available on Aulaweb.

TEACHERS AND EXAM BOARD

Exam Board

MARINA RESTA (President)

LUCA PERSICO

LESSONS

LESSONS START

Sem: I

20 sept. - 15 dec. 2017

EXAMS

EXAM DESCRIPTION

Written examination

ASSESSMENT METHODS

Written examination plus a report, according to what stated during the lessons by the teacher

Exam schedule

Data appello Orario Luogo Degree type Note
19/01/2018 09:30 GENOVA Scritto
02/02/2018 09:30 GENOVA Scritto
08/06/2018 09:30 GENOVA Scritto
25/06/2018 09:30 GENOVA Scritto
09/07/2018 09:30 GENOVA Scritto
23/07/2018 09:30 GENOVA Scritto
11/09/2018 09:30 GENOVA Scritto

FURTHER INFORMATION

Attendance

Not mandatory.