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Home > Advanced Options Trading > Options Pricing > BlackScholes Model 
BlackScholes Model 

BlackScholes Model  DefinitionA mathematical formula designed to price an option as a function of certain variablesgenerally stock price, striking price, volatility, time to expiration, dividends to be paid, and the current riskfree interest rate. BlackScholes Model  IntroductionThe BlackScholes model is a tool for equity options pricing. Prior to the development of the BlackScholes Model, there was no standard options pricing method and nobody can put a fair price to charge for options. The BlackScholes Model turned that guessing game into a mathematical science which helped develop the options market into the lucrative industry it is today. Options traders compare the prevailing option price in the exchange against the theoretical value derived by the BlackScholes Model in order to determine if a particular option contract is over or under valued, hence assisting them in their options trading decision. The BlackScholes Model was originally created for the pricing and hedging of European Call and Put options as the American Options market, the CBOE, started only 1 month before the creation of the BlackScholes Model. The difference in the pricing of European options and American options is that options pricing of European options do not take into consideration the possibility of early exercising. American options therefore command a higher price than European options due to the flexibility to exercise the option at anytime. The classic BlackScholes Model does not take this extra value into consideration in its calculations. BlackScholes Model AssumptionsThere are several assumptions underlying the BlackScholes model of calculating options pricing. The most significant is that volatility, a measure of how much a stock can be expected to move in the nearterm, is a constant over time. The BlackScholes model also assumes stocks move in a manner referred to as a random walk; at any given moment, they are as likely to move up as they are to move down. These assumptions are combined with the principle that options pricing should provide no immediate gain to either seller or buyer. The exact 6 assumptions of the BlackScholes Model are : 1. Stock pays no dividends 2. Option can only be exercised upon expiration 3. Market direction cannot be predicted, hence "Random Walk" 4. No commissions are charged in the transaction 5. Interest rates remain constant 6. Stock returns are normally distributed, thus volatility is constant over time As you can see, the validity of many of these assumptions used by the BlackScholes Model are questionable or invalid, resulting in theoretical values which are not always accurate. Hence, theoretical values derived from the BlackScholes Model are only good as a guide for relative comparison and is not an exact indication to the over or under priced nature of a stock option. BlackScholes Model InputsThe BlackScholes model takes as input current prices, the option's strike price, length of time until the option expires worthless, an estimate of future volatility known as implied volatility, and risk free rate of return, generally defined as the interest rate of short term US treasury notes. The BlackScholes Model also works in reverse: instead of calculating a price, an implied volatility for a given price can be calculated. Implied Volatility is commonly calculated using the BlackScholes Model in order to plot the Volatility Smile or Volatility Skew. The mathematical characteristics of the BlackScholes model are named after 5 greek letters used to represent them in equations; Delta, Gamma, Vega, Theta and Rho. These are now passionately known to option traders as the "Greeks". Known Problems Of The BlackScholes ModelFirst, the BlackScholes Model assumes that the riskfree rate and the stock's volatility are constant. This is obviously wrong as risk free rate and volatility fluctuates according to market conditions. Second, the BlackScholes Model assumes that stock prices are continuous and that large changes (such as those seen after a merger announcement) don't occur. Third, the BlackScholes Model assumes a stock pays no dividends until after expiration. Fourth, analysts can only estimate a stock's volatility instead of directly observing it, as they can for the other inputs. Fifth, the BlackScholes Model tends to overvalue far outofthemoney calls and undervalue deep inthemoney calls. Sixth, the BlackScholes Model tends to misprice options that involve highdividend stocks. To deal with these limitations, a BlackScholes Model variant known as ARCH, Autoregressive Conditional Heteroskedasticity, was developed. This variant replaces constant volatility with stochastic (random) volatility. A number of different models was developed afterwhich like the GARCH, EGARCH, NGARCH, HGARCH, etc, all incorporating ever more complex models of volatility. However, despite these known limitations, the classic BlackScholes model is still the most popular with options traders today due to its simplicity. Alternative to the BlackScholes ModelAs the BlackScholes Model does not take into consideration dividend payments as well as the possibilities of early exercising, it frequently undervalues Amercian style options. Let's remember that the BlackScholes model was initially invented for the purpose of pricing European style options. As such, a new options pricing model called the CoxRubinstein binomial model. It is commonly known as the Binomial Option Pricing Model or simply, the Binomial Model was invented in 1979. This options pricing model was more appropriate for American Style options as it allows for the possibility of early exercise.
The BlackScholes Formula Is:C_{0} = S_{0}N(d_{1})  Xe^{rT}N(d_{2}) Where: d_{1} = [ln(S_{0}/X) + (r + σ^{2}/2)T]/ σ √T And: d_{2} = d_{1}  σ √T And where: C_{0} = current option value S_{0} = current stock price N(d) = the probability that a random draw from a standard normal distribution will be less than (d). X = exercise price e = 2.71828, the base of the natural log function r = riskfree interest rate (annualized continuously compounded rate on a safe asset with the same maturity as the expiration of the option; usually the money market rate for a maturity equal to the option's maturity.) T = time to option's maturity, in years ln = natural logarithm function σ = standard deviation of the annualized continuously compounded rate of return on the stock Even though the original BlackScholes Model do not take dividends into consideration, an extension of the BlackScholes Model proposed by Merton in 1973 alters the BlackScholes model in order to take annual dividend yield into consideration. This model is not as widely used as the original BlackScholes Model as not every company pays dividends. Here's the BlackScholes Model for Dividend Stocks formula : C_{0} = Se^{dT}N(d_{1})  Xe^{rT}N(d_{2}) Where: d_{1} = [ln(S_{0}/X) + (r  d + σ^{2}/2)T]/ σ √T And: d_{2} = d_{1}  σ √T BlackScholes Model CalculatorDownload A Free Excel BlackScholes Model Calculator Here!

History Of The BlackScholes model 

The BlackScholes Model was first discovered in 1973 by Fischer Black and Myron Scholes, and then further developed by Robert Merton. It was for the development of
the BlackScholes Model that
Scholes and Merton received the Nobel Prize of Economics in 1997 (Black had passed away two years earlier). The idea of the BlackScholes Model was first published in
"The Pricing of Options and Corporate Liabilities" of the Journal of Political Economy by Fischer Black and Myron Scholes and then elaborated in
"Theory of Rational Option Pricing" by Robert Merton in 1973.
BlackScholes Model creators, Myron Scholes was then the professor of finance in Stanford University, Robert Merton was an economist with Harvard University and Fischer Black was a mathematical physicist with a doctorate from Harvard. When Myron Scholes and Fischer Black tried to publish their idea of the BlackScholes model in 1970, Chicago University's Journal of Political Economy and Harvard's Review of Economics and Statistics both rejected the paper. It was only in 1973, after some influential members of the Chicago faculty put pressure on the journal editors, that the Journal of Political Economy published the BlackScholes Model paper. Within six months of the publication of the BlackScholes Model article, Texas Instruments had incorporated the BlackScholes Model into their calculator, announcing the new feature with a halfpage ad in The Wall Street Journal. The three young BlackScholes Model researchers  who were then in their twenties  set about trying to find an answer to derivatives pricing using mathematics, exactly the way a physicist or an engineer approaches a problem. However, few think their approach will work because options trading was very new then and was highly volatile (The CBOE opened in April 1973, just one month prior to the release of the BlackScholes Model paper!). The skeptics were all wrong. Mathematics could be applied using a little known technique known as stochastic differential equations and that discovery led to the development of the BlackScholes Model that we know today.

Creators Of The BlackScholes model 


Binomial Option Pricing Model 

Binomial Option Pricing Model (BOPM) was invented by CoxRubinstein in 1979. It was originally invented as a tool to explain the BlackScholes Model to
Cox's students. However, it soon became apparent that the binomial model is a more accurate pricing model for American Style Options. The binomial
model is thus named as it returns 2 possibilities at any given time. Therefore, instead of assuming that an option trader will hold an option contract
all the way to expiration like in the BlackScholes Model, it calculates the value of that trader exercising that option contract with every possible future up and down
moves on its underlying asset, reflecting its effects on the present value of that option, thus giving a more accurate theoretical price of an American Style option.
The binomial model produces a binomial distribution of all the the possible paths that a stock price could take during the life of the option. A binomial distribution, or simply known as a "Binomial Tree", assumes that a stock can only increase or decrease in price all the way until the option expires and then maps it out in a "tree". Here is a simplied version of a binomial distribution just for illustration purpose : It then fills in the theoretical value of that stock's options at each time step from the very bottom of the binomial tree all the way to the top where the final, present, theoretical value of a stock option is arrived. Any adjustments to stock prices at an exdividend date or option prices as a result of early exercise of American options are worked into the calculations at each specific time step . Advantage Of The Binomial Option Pricing Model It can more accurately price American Style Options than the BlackScholes Model as it takes into consideration the possibilities of early exercise and other factors like dividends. Disadvantage Of The Binomial Option Pricing Model As it is much more complex than the BlacScholes Model, it is slow and not useful for calculating thousands of option prices quickly. Binomial Option Pricing Model Calculator An excellent Binomial Model Calculator can be found here.
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