17259 - Statistical Models for Financial Markets

Academic Year 2009/2010

  • Docente: Michele Costa
  • Credits: 10
  • SSD: SECS-S/03
  • Language: Italian
  • Moduli: Andrea Guizzardi (Modulo 2) Michele Costa (Modulo 1)
  • Teaching Mode: Traditional lectures (Modulo 2) Traditional lectures (Modulo 1)
  • Campus: Bologna
  • Corso: First cycle degree programme (L) in Statistic, Business and Markets (cod. 0003)

Learning outcomes

The purpose of the course is to introduce the most widespread portfolio and risk management techniques. A particular emphasis is used to uncover the meaningful relationships between financial markets analysis and statistical methodology.

Course contents

The course proposes to illustrate the framework of the portfolio quantitative analyses, with a particular attention to the risk measurement and the portfolio diversification.

The second part of the course covers an important spectrum of theoretical and empirical finance, including the Market Model and the Capital Asset Pricing Model. Statistical methods are developed within the context of financial models in order to test the theoretical hypotheses and to verify and interpret the empirical results.

Applications to the Italian Stock Market are provided by using appropriate software.

Readings/Bibliography

J.Y. Campbell, A. Lo, A.C. MacKinley (1997), The econometrics of financial markets, Princeton University Press.

M.J.Pring (2002), Techincal analysis, McGraw-Hill.

Teaching methods

portfolio analysis and financial market models are illustrated with Italian stock market data using excel and econometric views

Assessment methods

oral exam

Teaching tools

computer laboratory

Links to further information

http://www2.stat.unibo.it/costa

Office hours

See the website of Michele Costa

See the website of Andrea Guizzardi