what is the black-scholes model, how does it work?
8/26/2025 06:17am
The Black-Scholes model is a mathematical framework used to calculate the theoretical value of an option contract. It was developed by Fischer Black, Robert Merton, and Myron Scholes in 1973 and has been instrumental in the pricing of options in financial markets. Here's how it works:
1. **Assumptions**: The Black-Scholes model operates under certain assumptions:
- There are no dividends paid out during the life of the option.
- Markets are random, meaning market movements cannot be predicted.
- There are no transaction costs associated with buying the option.
- The risk-free rate and volatility of the underlying asset are known and constant.
2. **Lognormal Distribution**: The model assumes that the prices of instruments such as stock shares or futures contracts will follow a lognormal distribution. This means that the prices are unpredictable modulo a constant drift and volatility.
3. **Theoretical Value Calculation**: The Black-Scholes formula for a European-style call option is given by:
\[
C_t = S_t \Phi(d_1) - K e^{-r(T-t)} \Phi(d_2)
\]
where:
- \(C_t\) is the value of the call option at time \(t\).
- \(S_t\) is the current price of the underlying asset.
- \(K\) is the strike price of the option.
- \(r\) is the risk-free rate.
- \(T\) is the time to maturity.
- \(\Phi\) is the cumulative distribution function of the standard normal distribution.
- \(d_1\) and \(d_2\) are given by:
\[
d_1 = \frac{\ln\left(\frac{S_t}{K}\right) + \left(r + \frac{\sigma^2}{2}\right)(T-t)}{\sigma\sqrt{T-t}}
\]
\[
d_2 = d_1 - \sigma\sqrt{T-t}
\]
where \(\sigma\) is the volatility of the underlying asset.
4. **Key Insights**: The Black-Scholes model provides several benefits:
- It offers a stable framework for pricing options based on a defined method.
- Allows investors to mitigate risk by better understanding their exposure to the underlying asset.
- Enables the creation of portfolios tailored to an investor's preferences through portfolio optimization.
- Enhances market efficiency by providing a common language for pricing and trading options.
In conclusion, the Black-Scholes model is a powerful tool for calculating the theoretical value of options under certain assumptions. While it has been widely used and has led to greater market efficiency, it is important to note that it makes several simplifying assumptions, such as constant volatility and no dividends, which may not always hold true in real-world markets.