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Black-Scholes Pricing & Related Models
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Option Valuation Black and Scholes Call Pricing Put-Call Parity Variations
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Option Pricing: Calls Black-Scholes Model: C = Call S = Stock Price N = Cumulative Normal Distrib. Operator X = Exercise Price e = 2.71..... r = risk-free rate T = time to expiry = Volatility
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Call Option Pricing Example IBM is trading for $75. Historically, the volatility is 20% ( A call is available with an exercise of $70, an expiry of 6 months, and the risk free rate is 4%. ln(75/70) + (.04 + (.2) 2 /2)(6/12) d 1 = -------------------------------------------- =.70, N(d 1 ) =.7580.2 * (6/12) 1/2 d 2 =.70 - [.2 * (6/12) 1/2 ] =.56, N(d 2 ) =.7123 C = $75 (.7580) - 70 e -.04(6/12) (.7123) = $7.98 Intrinsic Value = $5, Time Value = $2.98
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Put Option Pricing Put priced through Put-Call Parity: Put Price = Call Price + X e -rT - S From Last Example of IBM Call: Put = $7.98 + 70 e -.04(6/12) - 75 =$1.59 Intrinsic Value = $0, Time Value = $1.59 )()( 12 dSNdNXeP rT ---= - (or :)
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Black-Scholes Variants Options on Stocks with Dividends Futures Options (Option that delivers a maturing futures) Black’s Call Model (Black (1976)) Put/Call Parity Options on Foreign Currency In text (Pg. 375-376, but not req’d) Delivers spot exchange, not forward!
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The Stock Pays no Dividends During the Option’s Life If you apply the BSOPM to two securities, one with no dividends and the other with a dividend yield, the model will predict the same call premium Robert Merton developed a simple extension to the BSOPM to account for the payment of dividends
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The Stock Pays Dividends During the Option’s Life (cont’d) Adjust the BSOPM by following ( =continuous dividend yield): Tdd T T R X S d dNXedSNeC RT TT * 1 * 2 2 * 1 * 2 * 1 * and 2 ln where )()(
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Futures Option Pricing Model Black’s futures option pricing model for European call options:
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Futures Option Pricing Model (cont’d) Black’s futures option pricing model for European put options: Alternatively, value the put option using put/call parity:
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Assumptions of the Black- Scholes Model European exercise style Markets are efficient No transaction costs The stock pays no dividends during the option’s life (Merton model) Interest rates and volatility remain constant, but are unknown
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Interest Rates Remain Constant There is no real “riskfree” interest rate Often use the closest T-bill rate to expiry
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Calculating Volatility Estimates from Historical Data: S, R, T that just was, and as standard deviation of historical returns from some arbitrary past period from Actual Data: S, R, T that just was, and implied from pricing of nearest “at-the-money” option (termed “implied volatility).
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Intro to Implied Volatility Instead of solving for the call premium, assume the market- determined call premium is correct Then solve for the volatility that makes the equation hold This value is called the implied volatility
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Calculating Implied Volatility Setup spreadsheet for pricing “at-the- money” call option. Input actual price. Run SOLVER to equate actual and calculated price by varying .
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Volatility Smiles Volatility smiles are in contradiction to the BSOPM, which assumes constant volatility across all strike prices When you plot implied volatility against striking prices, the resulting graph often looks like a smile
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Volatility Smiles (cont’d)
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Problems Using the Black- Scholes Model Does not work well with options that are deep-in- the-money or substantially out-of-the-money Produces biased values for very low or very high volatility stocks Increases as the time until expiration increases May yield unreasonable values when an option has only a few days of life remaining
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