Programming Assignment 8: Pricing an American-Option via Trinomial Trees Solution

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Trinomial Trees and Lattices Pretty much everything parallels the Binomial Tree from a conceptual sense. If the stock price at discrete time step k is denoted by Sk. In this case, the process Sk is speci ed as 8 < uSk Sk+1 = Sk u : Sk with probability pu; with probability pd; with probability…

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  • Trinomial Trees and Lattices

Pretty much everything parallels the Binomial Tree from a conceptual sense. If the stock price at discrete time step k is denoted by Sk. In this case, the process Sk is speci ed as

8

< uSk

Sk+1

=

Sk

u

: Sk

with probability pu;

with probability pd;

with probability 1 pu pd:

Just as with the binomial tree whose leaves can be combined to form the bino-mial lattice, you can get a trinomial lattice from a trinomial tree. To ensure the martingale property

EfSk+1 j Skg = R Sk;

where R = er Tn , as with the Binomial Tree. We need to assign1 p

  • =

pu =

e2(T=n)

p

1

2

pu

!

p1u

R

pu

p

p

!

2

R

u

pd =

p

p1u

u

Just as with the binomial lattice. you can use (k; i) to denote an arbitrary vertex on the trinomial lattice. The vertex (k; i) is connected to f(k + 1; i + 1); (k + 1; i); (k + 1; i 1)g with the appropriate probabilities along the appropriate arcs. If V (k; i) is value of the option at (k; i), for the european call option we have the recursion

V (k; i) =

maxf0; S0 ui

Kg

V (k+1;i 1)

if (k; i) is a terminal node

) V (k+1;i)+p

pu V (k+1;i+1)+(1 pu pdR

d

otherwise

The option price is V (0; 0).

You are going to do a little more than this for this programming assignment.

  • You can verify this at your leisure.

1

  • Part 1: Pricing an American-Option using a Trinomial Model by Recursion

Using my C++ program american option pricing by binomial model.cpp on Com-pass as reference, write a C++ program that takes as command-line input the values of T; N; r; ; S0 and K, and presents the value of an American-Option using a trinomial model.

Input: The command-line input is the same as what I have for the C++ code that priced the European option in lesson 6 of my notes.

Output: A sample output that I expect from your code is shown in gure

??

Figure 1: Sample output (Note: 20 divisions will take some time to run on your computer. Be patient. The next part of this assignment will be able to handle a large number of divisions, as you will see.).

  • Part 2: Pricing an American-Option using a Trinomial Model by Dynamic Programming

Using my C++ program american option pricing by dynamic programming.cpp on Compass as reference, write a C++ program that takes as command-line input the values of T; N; r; ; S0 and K, and presents the value of an American-Option using a trinomial model.

Input: The command-line input is the same as what I have for the C++ code that priced the European option in lesson 6 of my notes.

Output: A sample output that I expect from your code is shown in gure

??

2

Figure 2: Sample output (Note: A large number of Divisions should not be a problem when you use Dynamic Programming.)

3

Programming Assignment 8: Pricing an American-Option via Trinomial Trees Solution
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