Financial Engineering is a multidisciplinary field drawing from finance and economics, mathematics, statistics, engineering and computational methods. The emphasis of FE & RM Part I will be on the use of simple stochastic models to price derivative securities in various asset classes including equities, fixed income, credit and mortgage-backed securities. We will also consider the role that some of these asset classes played during the financial crisis. A notable feature of this course will be an interview module with Emanuel Derman, the renowned ``quant'' and best-selling author of "My Life as a Quant". We hope that students who complete the course will begin to understand the "rocket science" behind financial engineering but perhaps more importantly, we hope they will also understand the limitations of this theory in practice and why financial models should always be treated with a healthy degree of skepticism. The follow-on course FE & RM Part II will continue to develop derivatives pricing models but it will also focus on asset allocation and portfolio optimization as well as other applications of financial engineering such as real options, commodity and energy derivatives and algorithmic trading.
Options
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Skills You'll Learn
Pricing, Financial Modeling, Financial Risk, Financial Engineering
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KA
Nov 26, 2017
The material is clear stated, the volume and the deepness of the course is substantial, the supplements are very helpful. The spreadsheets can even use as basis for practice modelling.
SM
Nov 03, 2016
Excellent course and learnt a lot of details. It really gives me lot of confidence and motivation to do more courses and I have already started Part 2. Can't wait for it complete.
From the lesson
Introduction to Derivative Securities
The mechanics of forwards, futures, swaps and options. Option pricing in the 1-period binomial model.
Taught By
Martin Haugh
Co-Director, Center for Financial Engineering
Garud Iyengar
Professor
In this module, we are going to introduce you to options, and also
introduce you to the idea of how simple no-arbitrage conditions can be used
to provide some bounds on option prices, and using these bounds we'll show
you that it's never optimal to
execute an American-type call option before expiration.
In this module, we're going to
be talking about derivative securities called Options.
They come in two varieties, a European option and an American option.
If an Option is written to buy
the underlying asset, it's called a call option.
If the option is written to sell
the underlying asset, it's called a put option.
A European call option gives the buyer the right,
but not the obligation to purchase one unit of
the underlying asset at a specified price K, called
the strike price at a specified time, D called expiration.
An American type call option gives the right, but not the obligation to purchase
one unit of the underlying at a specified price K, called the strike price,
at any time until a specified time T, called expiration.
The difference between a European Option and an
American Option is that a European Option is written
at time t equal to 0, let's say, and it can only be exercised at time T.
So here is where you can exercise a European Option.
An American Option can be exercised at any time here
[NOISE].
And any time between time 0 to time T.
A European put option gives the buyer the right
but not the obligation to sell one unit of
the underlined at a specified price K called the
strike price, at a specified time T, called expiration.
An American put option gives the buyer the right, but
not the obligation to sell one unit of the underlying
at a specified price K, called the strike price, at
any time until a specified time T, called the expiration.
Again, the difference between the European Put and American Put is the
same as the difference between a European Call and an American Call.
A Call gives the buyer the right at, but not the obligation to buy.
A Put gives
the buyer the right, but not the obligation to sell.
So let's work through the payoff and the intrinsic value of a call option.
The payoff of a European call option at expiration T
depends on the spot price of the underlying at time T.
If the spot price, S capital T, is less than K, you don't exercise
the Option, because it's just cheaper for you to buy in the spot market.
And the payoff from the Option is going to be 0, you're not obligated
to buy, if you do not buy.
If the price at time capital DST is strictly greater than
K then you exercise the Option, and the option allows you to
buy the underlying asset at price K which is cheap, and
you immediately sell that in the spot market to get S T.
So the the payoff is going to be S T minus K.
Putting both of these cases together,
the payoff from a European call option, at expiration T is going
to be the maximum of the spite, spot price minus K and 0.
It's important to note, but the payoff is non-linear in the spot price ST.
This is the first time we have seen an instrument whose payoff is non-linear in
the underlying asset and this is going to be important when we talk about hedging.
The intrinsic value of a call option at some time little t, less than expiration
D, is simply defined as the maximum of the spot price St minus k and zero.
We say that the call option is in the money, if
the spot price is greater than the exercise price K, it's at
the money if the spot price is equal to K, and it's
out of the money if the spot price is less than K.
All of this works the other way for put options.
So for a put option, you exercise
when the price ST is less than K, because it allows you to sell at a higher price.
And the payoff that you get is the
difference between the exercise price K and ST.
If the price and the spot market is
greater than K, then you don't exercise the Option.
It's better for you to just sell in the
spot market and the payoff that you get is 0.
The payoff from the put option therefore is the maximum of K minus
ST and 0.
Again, it's non-linear, and than the price ST.
But it's a different non-linear function than that associated with the call option.
The intrinsic value of a put option at some
point t less than or equal to the expiration
time is defined as maximum of K minus St,
the exercise price minus the spot price and 0.
It's in the money if the stock price is lower than the
exercised price.
It's at the money if the spot price is equal to the exercised price and
its out of the money if the spot price is greater than the exercise price.
So now, we want to see what can we do about pricing options.
The payoff from the Options are nonlinear, and
therefore we cannot price it without using some
model for the underlying asset, and this model
is going to come later on in this course.
The model that we're going to first
introduce is going to be the binomial model,
which then we'll take it as a limit and go to a geometric Brownian motion model.
In this particular module, we just want to see how
much mileage can we get out of simple no arbitrage arguments.
So let's put in some notation.
A European
put option with strike price K and expiration T, the price of such an option
we'll call as pE, t K T. So, pE stands for a European put.
Time is time. This is the strike price
[NOISE]
and that is the exercise time.
[NOISE]
cE t, K, T would stand for the price of a European
call option, with strike K and expiration T.
Now, when it becomes American style, we put a subscript A.
So the price of an American put option with strike
K and expiration T will be called p sub A.
The price of an American call with strike K
and expiration T would be called c sub A.
Using the no-arbitrage argument, we can
construct something called a put call parity.
And here is the expression. It says that the price, of a,
put option and the price of a European call option on a non-dividend paying stock
are related using this expression. PE plus the stock price, the spot price of
the asset, must equal cE plus K times the discount from time t to T.
This is an expression I don't want you to pay too much attention to it.
I will show you how this expression is constructed.
But in a couple of slides, we are going to use this put-call parity,
put-call parity stands for the fact that the put price and the
call price for a European option have to be related to each other.
We're going to use this put-call parity to show one
important result, which has to do with American-style put options.
Okay.
So construct the following trading strategy.
At time t, buy a European call with strike
K and expiration T. Sell a European put with strike K and
expiration T, short sell one unit of the underline, and buy it back at time T.
Lend K times d t, T dollars up to time T.
What happens to the cash flow at time T?
Because I have bought a European call, I get its cash
flow, which is going to be the maximum of ST minus
K and 0.
Because I have sold a European put, I have to pay
out its cash flow, which is going to be maximum K
minus ST and 0, but the negative sign in front says
that I am responsible for paying, because I have sold it.
I have to buy back the asset at time T,
therefore minus ST is a cash flow associated with that.
Whatever I had lent comes back to me. So ed, end up getting K dollars.
And if you work out these different cases you will see that
the cash flow at the time T is exactly equal to 0.
The no-arbitrage argument tells me then the price that I paid for this particular
deterministic cash flow should be exactly 0 at time little T.
The cash that I get, the price that I paid for
this particular portfolio at time t is going to be minus cE t, plus pE.
The, this is the cash flow associated with buying the European call.
This is the cash flow associated with selling the European put.
This is the cash flow associated with short selling the asset.
And this is the cash flow associated with lending money up to time T.
The negative of this cash flow
is the price.
That should be equal to 0, which is equal and is saying
that the cash flow at time t must also be equal to 0.
If you rearrange these terms, you end up getting the put-call parity.
So what we are going to do in this particular slide
is connect, prices of European and
American style options using put-call parity.
The first thing we know is, the price of an American option
has to be greater than equal to the price of a European option.
Why does that happen?
The American option gives me more choices on when to
exercise, and therefore, I should be paying more for this freedom.
So cA is going
to be greater than or equal to cE.
PA is going to be greater than or equal to pE.
We can construct some lower bounds
on European options using the put-call parity.
So cE is going to be greater than equal to 0.
Why?
Because, you have the option of doing nothing.
And therefore, the cost of such an option must be greater than or equal to 0.
Using put-call parity, we end up getting that cE is equal
ST plus pE minus Key a times D t, capital T.
So, putting that together.
Taking the maximum of that quantity and 0 gives
me that cE must be equal to this quantity.
Now, pE is a quantity greater than equal to 0.
So if I drop that out, I end up getting that this is
greater than equal to the maximum of ST minus K times the discount from
t to T and 0.
For the European put you end up getting the same story.
You get one term from the put call parity, you get another term from
the fact that the price of the European put is greater than equal to 0.
Take the maximum
[UNKNOWN]
quantities and pE is equal to that. CE is greater than equal to 0.
So if I drop that, I end up getting that pE which is the price of a European
put has to be greater than equal to the maximum, of K times the discount minus ST
and 0. You can get upper bounds
of the European options using the stock price, since the maximum of ST minus K and
0 is less than or equal to ST, it means that the
call price has to be less than the spot price of the underline.
Since the payoff from the European put is less
than or equal to K, it immediately implies that the
price of the European put has to be less than
or equal to K discounted backwards up to time t.
If you have dividends and the put-call parity
changes a little bit, it becomes pE plus
St minus D, which is the present value of all dividends up to
maturity, must equal cE plus K times the discount from t to T.
These bounds by itself are not going to be very interesting.
the only idea that I want you to take away from this slide is that using
very simple ideas of freedom associated with American
options versus European options, the put-call parity and
very simple bounds on the fact that the cost of a call option or a put option has
to be great, has to be, greater than equal to 0, the fact that, if I want to
buy a stock, I could either get the option
or buy the stock alright, outright and, therefore the
price of the option must be less than equal
to ST, and so on, gives me some nice bounds.
In the next slide, I'm going to show you that these
bounds can be used to compute an optimal strategy of execution for
a American type call option, which gives you a very interesting result.
So let's construct the bound on the price of
an American type option, using the strab, stock price ST.
Now I know that the price of an American call is
greater than equal to the price of a European call, which using
the bounds in the previous slide we know that its greater than
equal to ST minus K, D t, T the discount N 0.
Now, this discount d t, T is less than equal to 1.
Therefore, if I replace that by 1, I get something smaller.
So you end up getting that this
quantity, is actually strictly greater than that quantity.
But the last quantity there is the intrinsic value of an American call.
This is equal to the intrinsic value
[NOISE].
So this sequence of inequalities what it does mean, is that the
price of an American call is strictly greater than its intrinsic value.
It's strictly greater than whatever value that you
could get, but exercising the American call immediately.
And what that tells me is that it's never optimal to exercise the
American call on a non-dividend paying stock early, which means that the price
of an American call is exactly equal to the price of a European call.
In order to construct this argument we did not
need any model for the underline stock price process.
Just by using put-call parity which came out
of constructing a no other arbitrage argument, we were
about to show you that an American call
option is the same as a European call option.
The prices are exactly
the same.
What is important though, is that the underlying asset is non-dividend paying.
Let's try to do the same thing for the price of an American put.
PA is greater than equal to pE, which is greater than equal to
K times the discount from t to T minus S T and] 0.
But the exercise value of an American put option is the maximum of K minus ST.
These 2 are not related in the
right direction, therefore these bonds, bounds don't
tell us much about what is going to happen to an America put option.
Using these bounds we cannot tell whether its
optimal to exercise the put early or not.
It turns out that if you use some model for the
underlying stock price, there are situations in which it's optimal for you
to exercise a put option earlier.
In this last slide, I'm showing you what happens to the price of
the put option as a function of the intrinsic value and the underline.
So on the x axis is the price of the underlying.
On the y axis I'm putting the price of the put option.
The blue line here is the intrinsic value
[NOISE].
So what this graph shows you, is at a
price let's say a 120, the intrinsic value is 0,
but the price of the put option is higher,
which means it's clearly not optimal for you to exercise.
Even at price 80, the intrinsic value is below the price or the value
of the put option, which means again, it's not optimal for you to exercise.
At the price 40, the intrinsic
value is equal to the price or the value of
the option which means that it's optimal for you to exercise.
So the optimal exercise boundary is somewhere here.
For all prices below here, optimal to exercise
[NOISE].
For all prices larger than that, it's optimal to hold.
[BLANK_AUDIO]
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