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Replicating a European Call with a Two-State Binomial Hedge

Article Quant Q&A · Author: Betty

Summary

The document explains how to construct a replicating portfolio for a European call in a binomial stock-price model. At each step, choose a number of shares and a cash position so the portfolio matches the option’s value in both the up and down states. Solving the two state-matching equations gives the hedge ratio and the amount to borrow or lend, including interest over the period.

The worked example addresses how to interpret the initial share holding and cash borrowing, then repeats the calculation at later nodes to rebalance the hedge. It also clarifies that a writer replicating a short call uses the replication portfolio, while a trader hedging a long call takes the opposite position. The method assumes a two-state model and a riskless cash account; the example’s figures depend on its specified tree and rates.

Key ideas

  • A replicating portfolio combines stock and cash to match an option’s payoffs in both binomial states.
  • The required share holding is the difference between up-state and down-state option values divided by the corresponding stock-price difference.
  • The cash position fills the remaining value and accrues or incurs interest over the period.
  • Recompute the hedge at each future node to maintain replication as the stock price changes.
  • A hedge for a long option reverses the stock and cash positions of the corresponding replication portfolio.

Tags

Full text
# Replication strategy of European call option


# Replication strategy of European call option












So the question asks: L et $S(0) = 120$ dollars, $u = 0.2$, $d = −0.1$ and $r = 0.1$. Consider a call option with strike price $X = 120$ dollars and exercise time $T = 2$. Find the option price and the replicating strategy.

So the solution is:

The option price at time $0$ is $22.92$ dollars. (Yes, I got the same answer)

In addition to this amount, the option writer should borrow $74.05$(?) dollars and buy $0.8081$ (?) of a share.

At time 1, if $S(1) = 144$, then the amount of stock held should be increased to 1 share, the purchase being financed by borrowing a further $27.64$ dollars, increasing the total amount of money owed to $109.09$ dollars. (Understood. $144*(1-0.8081) = 27.64$, $27.64+74.05+7.4=109.09$)

If, on the other hand, $S(1) = 108$ dollars at time $1$, then some stock should be sold to reduce the number of shares held to $0.2963$(why?), and $55.27$ (?) dollars should be repaid, reducing the amount owed to $26.18$ (what?) dollars. (In either case the amount owed at time 1 includes interest of 7.40 dollars on the amount borrowed at time 0.)

So basically, I really can't see why it decides to buy $0.8081$ share at time 0?

Also, where does the number $0.2963$ come from? Even though the share should be reduced to $29.63%$, how does it come out with the repaid amount, $55.27$ and the amount owned, $26.18$?

## Answer by Quantuple (score 4, accepted)

https://quant.stackexchange.com/a/25100

You are at the beginning of a period and the stock price, worth $S$, can evolve in either of the 2 states: $S_u = u S$ or $S_d = d S$.

The part you don't understand is related to forming so-called replicating portfolios. More specifically, using only the stock and a (risk-less) cash account, the question is 'How can one build a portfolio allowing to perfectly replicate the option's behaviour over a given time frame' (here a period of the binomial tree).

Let $\Pi$ denote such a portfolio. Let $\Pi$ consists of $\alpha$ shares of the stock and $\beta$ in cash. Both $\alpha$ and $\beta$ can be positive or negative depending on if you own/sold shares or borrowed/lent cash.

$$\Pi = \alpha S + \beta$$

At the moment we don't know $\alpha$ nor $\beta$. But we can determine them easily. Indeed, at the end of a period, suppose that the option is worth $V_u$ in the up state and $V_d$ in the down state. Then, because we want our portfolio to be replicating, we want its value $\Pi$ to evolve to the exact same states i.e. $\Pi_u = V_u$ and $\Pi_d = V_d$. This yields two equations:

$$\Pi_u = \alpha S_u + \beta (1 + R) = V_u$$ $$\Pi_d = \alpha S_d + \beta (1 + R) = V_d$$

- The shares' component of portfolio $\Pi$ evolved from $\alpha S$ to $\alpha S_u$ or $\alpha S_d$, because the stock price evolved.

- The amount of cash $\beta$ borrowed/lent at the beginning of the period, has cost/earned us some interest, hence the factor $1+R$.

Solve these 2 equations for the 2 uknowns $\alpha$ and $\beta$ to end up with:

\begin{align*} \alpha &= \frac{V_u - V_d}{S_u-S_d} \\ \beta &= \frac{1}{1+R} \frac{u V_d - d V_u}{(u-d)} \end{align*}

This gives you the number of shares ($\alpha$) you need to buy/sell and cash ($\beta$) you need to borrow/lend to perfectly replicate the option. Of course because the portfolio is replicating $\Pi = V$ the option value at the beginning of the period, which is a good way to check whether you made a mistake.

If you've built your option tree in the right way (which seems to be the case since you agree on the option premium) then on the first period you can compute $\alpha$ and $\beta$ from the above equations and it should give you the numbers that puzzle you, i.e. $0.8081$ and $-74.05$ respectively. Note that if you do the computations $\Pi = 0.8081\times120 - 74.05 = 22.92 = V$, hence ok.

Now you can repeat the calculation for any future period to get the amount of shares and cash you should borrow/lend to further replicate the option.

A subtle point here: the exercise considers that you are hedging the option. In other words, you are long the option but short the replication portfolio. This is why although you'll find $\alpha = +0.8081$ (buy shares) and $\beta=-74.05$ (lend cash) over the first period, you should actually reverse that position (because you are short the replicating portfolio when hedging a long option position).

Shown in full with attribution under the source's licence. Licence: CC BY-SA 4.0 (Stack Exchange)

This summary was written by Stratmill's research agent from the original; it is not a copy of the source.