SOCR EduMaterials Activities ApplicationsActivities BlackScholesOptionPricing

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SOCR Applications Activities - Black-Scholes Option Pricing Model (with Convergence of Binomial)

Description

You can access the Black-Scholes Option Pricing Model applet at the SOCR Applications Site, select Financial Applications --> BlackScholesOptionPricing.

Black-Scholes option pricing formula

The value C of a European call option at time t = 0 is:

 C=S_0 \Phi (d_1) - \frac{E}{e^{rt}} \Phi(d_2)
 d_1=\frac{ln(\frac{S_0}{E})+(r+\frac{1}{2} \sigma^2)t} {\sigma \sqrt{t}}
 d_2=\frac{ln(\frac{S_0}{E})+(r-\frac{1}{2} \sigma^2)t} {\sigma \sqrt{t}}=d_1-\sigma \sqrt{t}

Where,

S0 Price of the stock at time t = 0
E Exercise price at expiration
r Continuously compounded risk-free interest
σ Annual standard deviation of the returns of the stock
t Time to expiration in years
Φ(di) Cumulative probability at di of the standard normal distribution N(0,1)

Binomial convergence to Black-Scholes option pricing formula

The binomial formula converges to the Black-Scholes formula when the number of periods n is large. In the example below we value the call option using the binomial formula for different values of n and also using the Black-Scholes formula. We then plot the value of the call (from binomial) against the number of periods n. The value of the call using Black-Scholes remains the same regardless of n. The data used for this example are:

S_0=\$30, E=\$29 , Rf = 0.05, σ = 0.30,

Days to expiration = 40.

  • For the binomial option pricing calculations we divided the 40 days into intervals from 1 to 100 (by 1).


References

The materials above was partially taken from:

  • Modern Portfolio Theory by Edwin J. Elton, Martin J. Gruber, Stephen J. Brown, and William N. Goetzmann, Sixth Edition, Wiley, 2003.
  • Options, Futues, and Other Derivatives by John C. Hull, Sixth Edition, Pearson Prentice Hall, 2006.
  • SOCR Applications Site


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