Theory of Probability and Mathematical Statistics
The weak convergence of Greek symbols for prices of European options: from discrete time to continuous
S. V. Kuchuk-Iatsenko, Yu. S. Mishura
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Abstract: The behavior of the so-called Greeks'' that characterize the financial market and assets on it for the Black-Scholes model is investigated in this paper. Discrete analogues of these quantities are introduced for the binomial model. The weak convergence of these analogues to the Greeks in the Black-Scholes model is established under the condition that the number of periods tends to infinity.
Keywords: Greek symbols (''Greeks''), Black--Scholes model, binomial model, local de Moivre--Laplace theorem
Bibliography: 1. L.-B. Chang and K. Palmer, Smooth convergence in the Binomial model, Finance Stochastics 11 (2007), 91-105.
2. R. J. Elliott, Stochastic Calculus and Applications, Springer-Verlag, Berlin, 1982.
3. J. C. Cox, S. A. Ross, and M. Rubinstein, Option pricing: A simplified approach, J. Financial Economics 7 (1979), no. 3, 229-263.
4. H. Föllmer and A. Schied, Stochastic Finance. An Introduction in Discrete Time, Second revised and extended edition, Studies in Mathematics, vol. 27, Walter de Gruyter, Berlin, 2004.
5. S. Heston and G. Zhou, On the rate of convergence of discrete-time contingent claims, Math. Finance 10 (2000), no. 1, 53-75.
6. C.-C. Hsia, On binomial option pricing, J. Financial Research 6 (1983), no. 1, 41-46.
7. Y. Mishura, Diffusion approximation of recurrent schemes for financial markets, with application to Ornstein-Uhlenbeck process, Opuscula Math. 35 (2015), no. 1, 99-116.
8. V. V. Petrov, Sums of Independent Random Variables, Nauka'', Moscow, 1972; English transl, Springer-Verlag, Berlin, 1975.
9. V. P. Chistyakov, A Course in Probability Theory, Nauka'', Moscow, 1982. (Russian)
10. A. N. Shiryaev, Probability, second edition, Nauka'', Moscow, 1989; English transl., Springer, Berlin-Heidelberg, 2011.