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Volatility, Exercise Boundaries, and Timing for Perpetual American Options

Article Quant Q&A · Author: Heatconomics

Summary

The document explores how changing volatility affects exercise boundaries and expected exercise times for perpetual American call and put options on a geometric Brownian motion. It reports that greater volatility raises the call’s exercise threshold and lowers the put’s, consistent with the increased value of keeping the option alive. It then presents expected hitting-time expressions for reaching those boundaries, under drift conditions that allow the relevant boundary to be reached, and observes numerically that the put’s expected exercise time may fall as volatility rises.

The author asks why a more valuable put might be exercised sooner, noting that the probability of ever hitting its lower boundary also changes with volatility. The text does not provide a resolution; its value is in framing the distinction between option value, boundary location, and time to boundary. The hitting-time formulas rely on the stated process and conditions, and the document supplies no numerical setup or proof of the claimed comparative statics. Its conclusions should therefore be read as the question’s reported analysis, not a general exercise rule.

Key ideas

  • Higher volatility is described as raising the call exercise boundary and lowering the put boundary.
  • The document uses expected hitting times to reason about exercise timing.
  • The author reports that put exercise time can decrease with volatility despite greater option value.
  • Option value and expected time to exercise are distinct quantities.
  • The document poses the intuition question without answering it.

Tags

Full text
# Relation between volatility and exercise timing of American Options


# Relation between volatility and exercise timing of American Options












Hopefully someone can help me with intuition. Suppose that we have a stock whose value evolves per the geometric brownian motion $dX_t=X_t\mu dt+X_t\sigma dW_t$, for $\sigma>0$, $\mu\in\mathbb{R}$ and $W_t$ a standard Brownian Motion, and with $X_0>0$. I am trying to understand how an increase in $\sigma$ affects the optimal exercise timing. Suppose the options are perpetual. What we know:

1) A call option is exercised when $X_t>x^*_c>0$ for some boundary value $x^*_c>0$; likewise, a put option is exercised when $0<X_t<x^*_p$, for some boundary value $x^*_p$. Suppose that the initial condition is $X_0\in(x^*_p, x^*_c)$;

2) From Shiryaev's Essentials of Stochastic Finance (1999), chapters VIII a and b, one can see that $x^*_c$ increases with $\sigma$ and $x^*_p$ decreases with $\sigma$. This is consistent with the well known idea that volatility increases the value of the options: for every given $X_0$, the value of holding the option is higher, so it requires an even higher $X_t$ to exercise a call option or a lower $X_t$ to exercise a put option.

3) From this paper, one can arrive to the fact that the optimal exercise timing for an american call option is $\mathbb{E}(\tau)=\frac{\log(x^*_c/X_0)}{\mu-\frac{1}{2}\sigma^2}$, which is consistent with the expected hitting time of an upper boundary by geometric brownian motion when $X_0<x^*$ and $\mu>\frac{1}{2}\sigma^2$. It is easy to see then that if $\sigma$ grows, $\mathbb{E}(\tau)$ grows as well: the denominator is smaller and the numerator is bigger. Intuitively, this makes sense: if having the option is more valuable as $\sigma$ grows, I can expect the investor to hold the option for longer;

4) When I make the same calculations for $\mathbb{E}(\tau)$ in the case of a put option, I find that $\mathbb{E}(\tau)=\frac{\log(X_0/x^*_p)}{\frac{1}{2}\sigma^2-\mu}$, which is symmetric to the case of the call option. However, now when $\sigma$ grows, the denominator is bigger and the decrease in $x^*_p$ is not enough to compensate, especially in logs, so I found (numerically) that $\mathbb{E}(\tau)$ decreases. In fact, from Shiryaev's Essentials of Stochastic Finance (1999), chapter VIII b, one can see that the probability of ever hitting $x^*_p$ is increasing in $\sigma$, somehow consistent with this. My question is the following: Can someone explain me or give me some intuition on why when $\sigma$ grows, even though the value of a put option increases, I would want to exercise it earlier?

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