Title of article :
Option price sensitivities through fuzzy numbers
Author/Authors :
Maria Letizia Guerra، نويسنده , , ?، نويسنده , , Laerte Sorini، نويسنده , , Luciano Stefanini، نويسنده ,
Issue Information :
دوماهنامه با شماره پیاپی سال 2011
Abstract :
The main motivation in using fuzzy numbers in finance lies in the need for modelling
the uncertainty and vagueness that are implicit in many situations. However, the fuzzy
approach should not be considered as a substitute for the probabilistic approach but
rather as a complementary way to describe the model peculiarities. Here, we consider,
in particular, the Black and Scholes model for option pricing, and we show that the
fuzzification of some key parameters enables a sensitivity analysis of the option price
with respect to the risk-free interest rate, the final value of the underlying stock price, the
volatility, and also better forecasts (see Thavaneswaran et al. (2009) [12] for details). The
sensitivities with respect to the variables of the model are represented by different letters
of the Greek alphabet and they play an important role in the definition of the shape of the
fuzzy option price.
Keywords :
Fuzzy numbers , Parameterization , Sensitivity analysis , Option pricing
Journal title :
Computers and Mathematics with Applications
Journal title :
Computers and Mathematics with Applications