Pricing A Variance Swap
In this article I examine the risk-neutral pricing of a variance swap, which can be constructed with this elegant formula:
proposition Let be twice continuous differentiable so that for any and any , then,
proof We will prove the case in which ; similar proof can be sketched for the other case. When , we have . The the second integral can be simplified as:
Using integration by part:
The above formula shows that
any twice-differentiable continuous time-T payoff can be replicated using a
static portfolio of:
In practice, discrete set of strike can be used to approximately replicate. For example, given and payoff function . Here we choose to replicate with (Though we can theoretically replicate the payoff with any , a close to is typically chosen) and a discrete set of option strikes with increment of capping at . In this replicating portfolio we will hold:
variance swap is an over-the-counter financial derivative that allows a party to trade on the future variance of a given underlying security. For example, a trader would pay the
realized variance of log-price changes in exchange of a fixed payment called
variance strike, normalized by the
vega notional into dollar terms. The payoff of the VS is:
We can calculate the variance strike which results in a zero discounted expectation of the payoff (per unit of vega notional).
Assuming that the underlying process follows a geometric Brownian motion with local volatility :
realized variance of is:
Furthermore, if we combine the SDE of and ,
Taking integral on both sides,
Combining with the formula for the realizead variance of ,
Using the proposition proven above, we can create a static replication portfolio and replicate the payoff.
If we choose the cutoff as the forward price , we can largely simplified the formula as follow:
In conclusion, if we assume a GBM underlying process, the fair-value variance strike can be calculated as the sum of calls and puts across a continuum of strikes.
In practice, variance swap is costly to implement, requires constant hedging and an entire array of options. The advantage of a variance swap is that it is
purely exposed to volatility risk, as oppose to an option which contains directional risk.
The P&L of a variance swap depends directly on the difference between realized and implied volatility. Since historically the implied volatility has been above realized volatility, a.k.a.
variance risk premium, volatility arbitrage (rolling short variance trade) can be carried out with variance swaps.
- Variance and Volatility Swaps, FinancialCAD Corporation, http://docs.fincad.com/support/developerFunc/mathref/VarianceSwaps.htm