University of Helsinki Department of Mathematics and Statistics
Faculty of Science
Faculty of Social Sciences

 

Mathematical Finance, fall 2008 (10 credits, 5 ov)

Link to this page in finnish . NB:The lectures (and exercises) are in principle in Finnish, but we may switch to English depending on the audience.
NB:The first lecture is on Monday 1st of September.

Teacher Docent Dario Gasbarra, meeting hours mo 12–14 A407, e-mail: Dario.Gasbarra@rni.helsinki.fi

Prerequisites: There are not formal requirements. The necessary concepts from probability theory, stochastic analysis and functional analysis will be given during the lectures.

Lectures mo 10–12, tu 12–14 C124, Tutorials we 12–14, B321. during weeks 36-42 and 44-50, beginning from thursday 1.9.

Exam : The material will be divided into two parts. A middle term exam was held on tu 21.10.08 on the discrete time theory.

Here are the problems ( suomeksi ) and solutions (suomeksi) of the final exam held on tu 16.12.08.

There will be another final exam on monday 22.12 at 10.00-14.00 in classroom D123.

You can check your exam points and final grade from this list .

We will assign extra points for solving the exercises at the tutorials.

Course description:

    Part I: Discrete time.

    Introduction: the B-S (Bond and Stock) market and the problem of Option pricing.

    Essential concepts from probability: random variables, expectation, L^p spaces, change of measure, conditional expectation, Bayes formula.

    Arbitrage pricing theory for one-period market: the 1st fundamental theorem: separating hyperplane theorems in finite and infinite dimension, characterizations of arbitrage, risk-neutral measure, Shiryaev's constructive argument, change of numeraire.

    Hedging and pricing of contingent claims, market completeness and 2nd fundamental theorem. Incomplete markets. Upper and lower prices.

    Multiperiod models : Fundamentals of stochastic process. Integration by parts formula.

    Basics of martingale theory in discrete time. Doob decomposition. Martingale transforms. Change of measure and likelihood processes, martingale representation property.

    1st fundamental theorem: martingale characterization of arbitrage. Martingale representation property and completeness of financial markets: 2nd fundamental theorem.

    Stopping times, Optimal Stopping problems and american options.

    Part II : Continuous time.

    Function with finite variation and Stieltjes pathwise integrals. Functions with quadratic variation: Föllmer pathwise integrals, Ito formula

    Fundamentals of Brownian motion . Ito stochastic integrals by L^2 isometry. Change of measure and Girsanov theorem. Option pricing and hedging in continuous time: Black and Scholes formula.

    Complements: Convergence of binomial market model to the continuous Black and Scholes model.

    Exercises:

    1. (10.09.08) Exercise 1 , solutions . Tehtävät 1 , ratkaisut .
    2. (17.09.08) Exercise 2 , solutions . Tehtävät 2 , ratkaisut .
    3. (24.09.08) Exercise 3 , solutions . Tehtävät 3 , ratkaisut .
    4. (01.010.08) Exercise 4 , solutions . Tehtävät 4 , ratkaisut .
    5. (08.10.08) Exercise 5 , solutions . Tehtävät 5 , ratkaisut .
    6. (15.10.08) Exercise 6 , solutions . Tehtävät 6 , ratkaisut .
    7. (05.11.08) Exercise 7 , solutions . Tehtävät 7 , ratkaisut .
    8. (12.11.08) Exercise 8 , solutions . Tehtävät 8 , ratkaisut .
    9. (19.11.08) Exercise 9 , solutions . Tehtävät 9 , ratkaisut .
    10. (26.11.08) Exercise 10 , solutions . Tehtävät 10 , ratkaisut .
    11. (3.12.08) Exercise 11 , solutions . Tehtävät 11 , ratkaisut .
    12. (10.12.08) Exercise 12 , solutions . Tehtävät 12 , ratkaisut .

    Link to the old math finance course web page, with more solved exercises and exams .

    Middle-term exam (21.10.08) : questions and solutions. Välikoe (21.10.08) : tehtävät ja ratkaisut.

    Literature

  1. Föllmer, H. ja Schied, A. Stochastic finance. An introduction in discrete time. de Gruyter Studies in Mathematics, 27. Walter de Gruyter & Co., Berlin, 2002.
  2. Sondermann Dieter. Introduction to Stochastic calculus for Finance, A New Didactic approach , Springer 2006
  3. Shiryaev, A. Essentials of stochastic finance. Facts, models, theory. Advanced Series on Statistical Science & Applied Probability, 3. World Scientific Publishing Co., Inc., River Edge, NJ, 1999.
  4. C. Bender, T. Sottinen, and E. Valkeila (2008), Pricing by hedging and no-arbitrage beyond semimartingales . To appear in Finance & Stochastics.
  5. These two excellent texts are available in finnish:

  6. Alvarez, L. ja Koskinen, L. Rahoituksen teoriaa ja sovelluksia aktuaareille. Vakuutusvalvontavirasto, 2007.
  7. Sottinen, Tommi Rahoitusteoria, luentomoniste, 2005.
  8. I have also written some notes about Some basic facts from martingale theory .

    and about Ito-Föllmer pathwise calculus (suomeksi), see also the original paper by Hans Föllmer Calcul d'Ito sans probabilites. Séminaire de probabilités de Strasbourg, 15 (1981), p. 143-150 (french), and the chapter 2 in the book by Dieter Sondermann.