How Option Strike Derivatives Express Static Arbitrage Constraints
Summary
This note explains why option price derivatives with respect to strike have particular signs under no static arbitrage. For a European call with deterministic rates, it expresses the discounted option value as an expectation over the terminal asset-price distribution. Differentiating with respect to strike gives a negative discounted tail probability; differentiating twice gives a discounted probability density. Nonnegative probabilities and densities therefore imply that call prices decrease with strike and are convex in strike. Corresponding put conditions follow from the same no-arbitrage logic.
The answer also discusses calendar spreads. For American options, a longer expiry cannot be worth less because the holder retains all earlier exercise opportunities. A comparable calendar condition holds for European options, though its justification is not developed here. The derivation assumes a probability density and deterministic rates for simplicity, so the formulas are presented in that setting rather than as a full treatment of market frictions or every possible payoff structure.
Key ideas
- A European call's strike derivative is the negative discounted risk-neutral probability that the terminal price exceeds the strike.
- The second strike derivative corresponds to the discounted terminal price density and is nonnegative.
- These probability relationships imply decreasing and convex call prices across strikes.
- A longer-dated American option includes the exercise opportunities available to a shorter-dated one.
- The derivation assumes deterministic rates and a terminal price distribution with a density.
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Full text
# How to understand the no call or put spread arbitrage condition
# How to understand the no call or put spread arbitrage condition
The book `Advanced Equity Derivatives Volatility and Correlation` `page 22` said
To preclude arbitrage we must at least require:
- No call or put spread arbitrage : $\dfrac{\partial c}{\partial K}\leq 0,\ \dfrac{\partial p}{\partial K}\geq 0.$
- No butterfly spread arbitrage : $\dfrac{\partial^2 c}{\partial K^2}\geq 0,\ \dfrac{\partial^2 p}{\partial K^2}\leq 0.$
- No calendar spread arbitrage : $\dfrac{\partial c}{\partial T}\geq 0,\ \dfrac{\partial p}{\partial T}\geq 0.$
I know $\dfrac{\partial c}{\partial K},\dfrac{\partial^2 c}{\partial K^2},\dfrac{\partial c}{\partial T}$ are the limitation of their corresponding option strategies, but why $\leq 0$ and $\geq 0$ can represent the sufficient conditions of no arbitrage?
## Answer by Quantuple (score 5, accepted)
https://quant.stackexchange.com/a/36705
Let's focus on a European call option for the sake of the argument. Assume deterministic rates to keep notations uncluttered. Define $\Bbb{Q}$ as the probability measure associated to the money market numéraire $B_t$. $$ C(K,T) = \frac{1}{B_T} \Bbb{E}^\Bbb{Q} \left[ (S_T-K)^+ \right] = \frac{1}{B_T} \int_K^\infty (S - K) q(S) dS $$ Whence (Leibniz rule) $$ \frac{\partial C}{\partial K}(K,T) = - \frac{1}{B_T} \int_K^\infty q(S) dS = -\frac{1}{B_T}\Bbb{Q}(S_T \geq K)$$ since $B_T$ is a numéraire (traded asset with positive value at all times) and since by definition of a probability $$\Bbb{Q}(\omega) \geq 0 , \forall \omega \in \Omega$$ the resulting no static arbitrage condition is indeed $ \frac{\partial C}{\partial K}(K,T) \leq 0 $
Similarly, $$ \frac{\partial^2 C}{\partial K^2}(K,T) = \frac{1}{B_T}q(K) $$ where the same argument applies for the sign of $B_T$ and again by definition of a p.d.f. $$ q(\cdot) \geq 0 $$ so that we we get $ \frac{\partial^2 C}{\partial K^2}(K,T) \geq 0 $
As you can see the weak inequalities directly come from the positivity on the c.d.f. and p.d.f.
As far as calendar arbitrage is concerned, the relation you wrote holds for American options and is a direct consequence of the latter's definition $$ C^{AM}(K,T) = \sup_{\tau \in [0,T]} \Bbb{E}^\Bbb{Q} \left[ \frac{1}{B_\tau}(S_{\tau} - K)^+ \right] $$ where $\tau$ is a stopping time and obviously $$ \sup_{\tau \in [0,T_2]} \Bbb{E}^\Bbb{Q} \left[ \frac{1}{B_\tau}(S_{\tau} - K)^+ \right] \geq \sup_{\tau \in [0,T_1]} \Bbb{E}^\Bbb{Q} \left[ \frac{1}{B_\tau}(S_{\tau} - K)^+ \right] $$ for any $T_2 \geq T_1$.
You have a similar inequality for the absence of calendar arbitrage for European options though, see this related question for further info.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.