Inspecting Hedging, Arbitrage and Pricing

 

Abstract

The world of derivatives is based on three main concepts: hedging, arbitrage and pricing. Most investment banks, hedge funds and other financial institutions base their behavior in derivatives’ markets on the assumption that a position in derivatives can be replicated and therefore balanced by a position in other equities.

As a consequence, these financial institutions pull-out derivatives prices from the prices of equivalent positions and given an imbalance between theoretical prices and market ones they operate an arbitrage. In such a strategy they claim to lock-in sure profits.

It is the aim of this article to redo the path from position-structuring to pricing and show how the arguments mentioned above are absolutely false.

This is evident once the problem is treated with mathematical rigor and without the need for any assumptions on the behavior of markets.

Moreover, I show that the impossibility of hedging even holds under more extensive position-structuring capabilities who do not actually take place on markets.

A complete deduction is done for simple options but the method can be easily generalized to more complex derivatives.

Some non-mathematical conclusions try to give an explanation for such a mistake and are aimed to prevent investors from taking unneeded and uncontrollable risks.

 

Replication and Hedging

The core concept in derivatives-pricing is that of replication. It is assumed in the industry that such financial instruments need not to be priced by forecasting the behavior of their underlying assets. On the contrary, the price of the derivative is that of the equivalent position, being this equivalence intended in the sense of the investment outcome.

This equivalence, however, has never been proven in mathematics in an extensive way. In just one case, the existence of replicated position is a matter of fact and this is the binomial random-walk. In all other cases, it has been assumed in the financial industry that replication exists as a postulate.

It is therefore natural for us, to begin our inspection from this point.

We will pose the question in a quantitative way to mathematics under no particular assumption on the behavior of the underlying assets.

Let us consider the position of an investor who owns a certain stock and who is willing to hedge his position by the use of options and fixed-income instruments.

We will assume that options exist on all strikes from zero to infinity; this will give the investor more hedging power than he has in the true world as we all know strike prices are discretized; we will show at end how this enforces our conclusions in a tighter way.

In order to avoid any problems between American and European options behavior, we will assume that we are only one trading step away from expiration whose duration is T.

The investor has a stock valued x at initial time. After the trading interval, the stock will probably no longer be valued x but will be valued at a different uncertain price y. We of course neither know y in the deterministic sense (an exact value) nor in the stochastic sense, which means a probability density

giving information on the distribution of the final prices.

Both the above-mentioned kinds of knowledge for y must not be assumed as on our hypothesis of no superior forecasting ability. It may also be shown that they can even be expressed in a single sentence when deterministic events are given stochastic formalism by the use of the Dirac’s Delta function.

We will simply treat F(y) (y) in a symbolic way in our functional computations as it merely happens for variables in symbolic algebra.

Should the actual theory hold true, we will be able to land to a price for the option which does not-at-all depend on y and, therefore, F(y) (y) will have to disappear from the final expression.

In order to hedge his stock position, the investor may only use two kind of instruments: options and bonds.

We will suppose to have bonds available for any requested amount with continuous-time rate R.

Regarding options, the investor, given the price x of the stock, may buy or sell any amount of options on any strike price s on the entire positive real axis. Furthermore, we will assume that the amounts of shares purchasable must not be integers but may well be irrational numbers to better fit the computations. This is, of course, a special degree of freedom not held by actual investors who have to comply with minimum amounts and have, therefore, reduced hedging ability in respect to the example.

Given all this, the replication (hedger) of the stock position should be shaped with a combination of options on all strikes and bonds.

The initial value of our combined portfolio is expressed in the following form:

where w(s) is the number of shares acquired per every strike price, p(x,s) is the options-pricing formula we are looking for and the last term represents bonds.

At expiration time the value of the portfolio is:

where q is the Heaviside step function.

 

Arbitrage

In order for arbitrage to take place, there has to be an imbalance between the final price of the portfolio and the initial one. However, before this argument can be made, the final price must be a-priori predicted in a deterministic way. This means it may not depend on y:

This, in explicit, form is written:

After some minor algebra, the previous expression becomes:

where the bond term has already disappeared given its independence on the stock value.

Using the properties of the Delta function, the second term can be seen to be zero; this leaves us with the following arbitrage condition:

or, with some minor adjustment,