How Gamma and Theta Fit into Black–Scholes Delta Hedging
Summary
The document explores how Black–Scholes delta hedging relates to option gamma, time decay, and the risk-neutral pricing argument. The questioner begins with the idea that an infinitesimally delta-hedged portfolio is locally risk-free and should grow at the risk-free rate, then asks how that can coexist with the gamma profit and loss attributed to option positions. The edited discussion recognizes that theta, rather than an offsetting gain on the hedge itself, counterbalances gamma in the model’s pricing relation.
The question also separates gamma’s local price effect from the additional risk created when hedges are adjusted only at discrete times. It asks how the gamma–theta relationship arises between instants and why risk-neutral valuation remains valid when volatility still appears in the equation. The document is primarily a conceptual question and does not provide a full derivation or answer to those remaining points. Its useful distinction is that removing exposure to the stock’s first-order move does not remove curvature or eliminate the assumptions and risks involved in dynamic hedging.
Key ideas
- Delta hedging offsets the option’s first-order sensitivity to small underlying price changes.
- Gamma measures how option delta changes as the underlying moves, while theta captures time decay.
- In the Black–Scholes framework, gamma and theta are linked in the dynamics of a delta-hedged option.
- Discrete hedge adjustments can leave risk even when a continuous-hedging model is used to derive pricing.
- Risk-neutral pricing removes dependence on investors’ risk preferences, while volatility remains part of the model.
Tags
Full text
# Beginner question on Black Scholes # Beginner question on Black Scholes Would you please confirm whether my understanding is correct please? (Sorry a lot of questions...) 1) BS is derived based on the assumption that during an infinitesimal time, we can replicate the payoff of the option by holding Delta amount of underlying stocks 2) Since the portfolio is risk free in that infinitesimally small period, its value should grow at risk free rate during the period 3) Based on such differential equation during the infinitesimally short time, we deduce the formula of option price (by integration) 4) If we were to carry out such replication, at infinite frequency, does it really mean we will have a risk less portfolio with 0 p&l? (Except for the risk free rate) 5) if yes, then where does the gamma pnl of the option come from? (Which says that whichever way the stock goes, option seller loses money equal to 0.5*gamma*change^2) Is there somehow an opposite effect embedded in the delta hedging side of the portfolio that would create a compensating loss? 6) If yes, can you explain this effect intuitivelly and mathematically please? It bothers me because I cannot understand how a dynamic hedging scheme can relate to the gamma pnl (that no matter which direction the stock goes, the option loses money and the hedge wins money) Thank you very much Edited with more thought after reading some of the comments: 1) I think that..gamma being the second derivative of the option, would have a positive impact to the price of the option when stock moves, regardless of the hedging frequency. So the fact that positions are not hedged continuously is not the cause of gamma pnl. (The gamma does have an effect to the correct delta to hedge with when we are not hedging continuously, but that seems a different matter from the theoretical gamma pnl) 2) Indeed, the opposite effect of the gamma pnl is coming from Theta. So my statement about "hedging side offsetting the gamma" is wrong. Now, I'm thinking how does the gamma and theta effect arise? Intuitively, it makes perfect sense as the more volatile the stock moves, the more probability the option is in the money, so volatility is always good. After all, a long option position is capped on the down side and "infinite" on the up side. As for theta, it makes sense because time decay reduces opportunity for such swings. But in the context of black Scholes, how does it relate? BS states that the portfolio is hedged instantaneously. My only guess is that the gamma is coming from the transition between one instant to another instant, which is not hedged. (Delta only hedges the first derivative) But again, what bothers me is that, if there is still a risk in the delta-hedged portfolio, how can we apply the "Risk neutral" argument to develop the BS PDE? Is it because the portfolio is not really risk neutral (volatility is still in the equation), it is only stripped of the risk preference (drift), which is enough for us to apply a change of measure, since volatility is invariant under change of measure?
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.