Black-Scholes and Binomial Option Pricing Models Outline

Black-Scholes and Binomial Option Pricing Models Outline

1. Introduction to Option Pricing Models

  • Explanation of options

  • Importance of pricing options

2. Binomial Option Pricing Model

  • A. Concept

    • Stock price can go up or down over a specific period

    • Simplistic assumptions: linear discrete outcomes

  • B. Process

    1. Define time period (e.g., three months)

    2. Possible outcomes (e.g., stock rises to $60 or drops to $40)

    3. More detailed model:

      • Multiple periods (e.g., monthly)

      • Combinations of outcomes (e.g., four possible outcomes after three months)

    4. Assign probabilities to outcomes and discount back

  • C. Complications and Limitations

    • Limitations of only allowing a few possible outcomes

    • Complexity increasing with more nodes and time frames

3. Transition to Black-Scholes Model

  • A. Continuous Stock Price Variation

    • Introduction of continuous variation over discrete nodes

    • Normal distribution of stock prices vs. discrete outcomes

  • B. Mathematical Basis

    • Use of differential equations

    • Comparison to physics (e.g., heat diffusion)

    • Nobel Prize awarded for these contributions

4. Black-Scholes Formula

  • A. Call Option Pricing Formula

    • Formula: (C = S N(d_1) - K e^{-rT} N(d_2))

      • Where:

        • S = Current stock price

        • K = Exercise price

        • r = Risk-free rate

        • T = Time until expiration

        • N(d_1), N(d_2) = Normal distribution functions

  • B. Components of the Formula

    • Intrinsic Value vs. Speculative Value

    • Impact of volatility and time

  • C. Black-Scholes-Merton Model

    • Addition of dividend yield ( Y)

    • New formula adjustment: (C = S e^{-Y T} N(d_1) - K e^{-rT} N(d_2))

5. Applications and Validations

  • A. Validity for European-style options

    • Differences with American options

    • Conditions allowing American options to behave like European options

  • B. Use of Put-Call Parity

    • Understanding value of put options based on call options

  • C. Importance of Market Equilibrium

    • Arbitrage and market efficiency considerations

6. Input Variables in Black-Scholes Model

  • A. Key Inputs

    1. Stock Price (S)

    2. Exercise Price (K)

    3. Risk-Free Rate (r)

    4. Time to Expiration (T)

    5. Volatility (σ)

    6. Dividend Yield (Y)

  • B. Effects of Changing Inputs

    • Introduction to sensitivity analysis

7. Tools for Option Pricing

  • A. Excel Models

  • B. Online Calculators

  • C. Bloomberg Functionality

8. Conclusion

  • A. Recap of models used

  • B. Importance of understanding both models for pricing options

  • C. Future considerations in option pricing