Tuesday, February 26, 2019

3. The Binomial Option Pricing Model

Introduction

This chapter examines the first of two general types of option pricing models. A model is a simplified representation of reality that uses certain inputs to produce an output, or result. An option pricing model is a mathematical formula or computational procedure that uses factors determining the option's price as inputs. The output is a theoretical fair value of the option. If the model performs as it should, the option's market price will equal the theoretical fair value. Obtaining the theoretical fair value is a process call option pricing. We begin with a simple model called the binomial option pricing model, which is more of a computational procedure than a formula.

Learning Objectives


o   understand the one-period Binomial Model,

o   understand the two-period Binomial Model,

o   understand the early exercise of American options,

o   perform numerical computation of the Binomial Models.


                    Cu = Max[0, Sd – X]

The following figure illustrates the paths of both the stock and the call price movements. This diagram is simple but will become more complex when we introduce the two-period model.

                                                         $13                                                         $1

                                  $10                                           X = $12                 $0.09

                                                         $11                                                         $0

                                                                                                                               Cu=Max (O, Su-X)

                                                         Su

                                 So                                                                                   C0

                                                                                                                               Cd=Max (O, Sd-X)

                                                         Sd

The risk-free rate falls between the rate of return if the stock goes up and the rate of return if the stock goes down. Thus d < I+r < u. We shall assume that investors can borrow and lend at the risk free rate.

The formula for C is developed by constructing a riskless portfolio of stock and options. A riskless portfolio should earn the risk free rate. Given the stock's values and the riskless return of the portfolio, the call's values can be inferred from the other variables. This riskless portfolio is called the hedge portfolio and consists of h shares of stock and a single written call. The model provides the hedge ratio, h. The current value of the portfolio is the value of h shares minus the value of the short call. We subtract the cell's value because the shares are assets and the short call is a liability.

Thus, the portfolio value is assets minus liabilities, or simply net worth. The current portfolio is denoted as V, where V = hS - C. At expiration, the portfolio will have value Vu, if the stock goes up and Vd if the stock goes down. Thus:

                 Vu = hSu- Cu

                Vd = hSd- Cd

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Monday, January 21, 2019

The One-Period Binomial Model

The One-Period Binomial Model


First, let us define what we mean by a one period world. An option has a defined life. Assume the option's life is one unit of time, typically expressed in days. This time period can be as short or as long as necessary.


The model is called a binomial model. It allows the stock price to either up or down, possibly at different rates. A binomial probability distribution is a distribution in which there are two outcomes or states. The probability of an up or down movement is governed by the binomial probability distribution. Because of this, the model is also called a two-state model.


Consider a world in which there is a stock price at S on which call options are available. The call has one period remaining before it expires. The beginning oldie period is today and is referred to as time 0. The end of the period is referred to as time 1. When the call expires, the stock can take one of two values: It can go up by a factor of u or down by a factor of d. If it goes up, the stock price will be Su. If it goes up, the stock price will be Sd.


Alternatively, suppose the stock price is currently $10 and can go either up to $13 or up to $11. Thus, u = 1.30 and d = 1.1. The variable u and d, therefore, are 1.0 plus the rate of return on the stock. When the call expires, the stock will be either Su, = 10(1.3) = $13 or Sd 10(1.1) = $11.


Consider a call option on the stock with an exercise price of X and a current price of C. When the option expires, it will be worth either Cu or Cd. Because at expiration the call price is its intrinsic value:


   Cu = Max[0, Su – X]


   Cu = Max[0, Sd – X]


The following figure illustrates the paths of both the stock and the call price movements. This diagram is simple but will become more complex when we introduce the two-period model.


The risk-free rate falls between the rate of return if the stock goes up and the rate of return if the stock goes down. Thus d < I+r < u. We shall assume that investors can borrow and lend at the risk free rate.


The formula for C is developed by constructing a riskless portfolio of stock and options. A riskless portfolio should earn the risk free rate. Given the stock's values and the riskless return of the portfolio, the call's values can be inferred from the other variables. This riskless portfolio is called the hedge portfolio and consists of h shares of stock and a single written call. The model provides the hedge ratio, h. The current value of the portfolio is the value of h shares minus the value of the short call. We subtract the cell's value because the shares are assets and the short call is a liability.


Thus, the portfolio value is assets minus liabilities, or simply net worth. The current portfolio is denoted as V, where V = hS - C. At expiration, the portfolio will have value Vu, if the stock goes up and Vd if the stock goes down. Thus:


                 Vu = hSu- Cu


                Vd = hSd- Cd

                                                                                                                                           

If the same outcome is achieved regardless of what the stock price does, the position is riskless. We can choose a value of h that will make this happen. We simply set Vu = Vd so that:


                      hSu - Cu = hSd - Cd


Solving for h gives:


                      
Moreover, if the portfolio's current value grows at the risk free rate, its value at the option's expiration will be


   (hS - C)(1+r).


The two values of the portfolio at expiration, Vu and Vd, are equal, so we can choose either one. Choosing Vu and setting it equal to the original value of the portfolio compounded at the risk free rate gives:


                              V(1 + r) = Vu


                               (hS - C)(1+r) = hSu - Cu


Substituting the formula for h and solving the equation for C gives the option pricing formula:

                                       
    

where p is defined as
The variables affecting the call option price are the current stock price, S, the exercise price, X, the risk free rate, r, and the parameters, u and d, which define the possible future stock prices at expiration.


3. The Binomial Option Pricing Model

Introduction This chapter examines the first of two general types of option pricing models. A model is a simplified representation of real...