Risk-Neutral Pricing of Stocks, Forwards, and Carry Constraints
Summary
The document considers whether a stock’s expected future value under the risk-neutral measure equals its current price when the risk-free rate is zero. One answer connects the stock payoff to a forward contract: arbitrage pricing relates the forward price to spot and financing, with shorting the stock and investing the proceeds providing the replication argument. Under idealized assumptions, the discounted underlying price is a martingale, just as for derivative prices.
The discussion qualifies that result with real-world frictions. Dividends, stock-borrow costs, and other convenience yields affect forward pricing, while assets that are difficult to store or trade can weaken the usual cash-and-carry equality into an inequality. A separate answer raises practical option-pricing heuristics and rare-event concerns, but the central lesson is that risk-neutral pricing follows from arbitrage assumptions, not from a claim that actual outcomes equal expected values. The relation is a theoretical benchmark, and its precise form depends on financing, income, and trading constraints.
Key ideas
- Under ideal assumptions, discounted stock prices are martingales under a risk-neutral measure.
- A forward contract links the future stock payoff to spot value and financing through arbitrage pricing.
- Dividends and stock-borrow fees affect the forward price and the relevant carry adjustment.
- When storage or trading is constrained, cash-and-carry pricing may become an inequality.
- Risk-neutral expectations provide a theoretical pricing benchmark rather than a forecast of realized prices.
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Full text
# Risk neutral measure doubt # Risk neutral measure doubt For a derivative in a complete market, we can say that: $h_0 = E(h_t)$ assuming 0 risk free rate. Is the above relation also valid for a stock/ non derivative i.e. $s_0 = E(s_t)$ under the same risk neutral measure? ## Answer by Richi Wa (score 2) https://quant.stackexchange.com/a/38306 Theory answer: The rational that gives your second equation is the logic of a forward price. What gives me the pay-off $S_T$ at time $T$? It is the forward contract. It's price $F(0,T)$ at time $0$ is $$ F(0,T) = S_0 (1+r*T) $$ or some other compound interest term. Why is it true? Because you could form an arbitrage portfolio. (Short) sell the stock to day, and earn interest until $T$. Then at $T$ you buy it back and give $S_T$ to the long side of the contract. So in theory this is the arbitrage-free price. In real trading several issues arise: will I be able to buy back the stock that I shortened? What is the interest I can gain and so forth. The answer is: yes, the martingale holds for the underlying (non-derivative) as well. As usual, in reality things are more complicated but the theoretical price often is a good starting point. ## Answer by David Addison (score 1) https://quant.stackexchange.com/a/38305 Your proposition for doubting the risk neutral measure is a large part of the reason why, according to Espen Haug and Nassim Taleb, “Option traders use (very) sophisticated heuristics, never the Black–Scholes–Merton formula”. According to the text: > Black, Scholes and Merton did not invent any formula, just found an argument to make a well known (and used) formula compatible with the economics establishment, by removing the “risk” parameter through “dynamic hedging”, (2) option traders use (and evidently have used since 1902) sophisticated heuristics and tricks more compatible with the previous versions of the formula of Louis Bachelier and Edward O. Thorp (that allow a broad choice of probability distributions) and removed the risk parameter using put-call parity, (3) option traders did not use the Black–Scholes–Merton formula or similar formulas after 1973 but continued their bottom-up heuristics more robust to the high impact rare event. ## Answer by Charles Fox (score 0) https://quant.stackexchange.com/a/41907 No, although you mentioned 0 risk free rate, you did not mention dividends or hard to borrow stock loan fees. These are both forms of convenience yield, which factors into forward pricing as well. In the opposite case, it is difficult/expensive to store electricity. As a result, you cannot easily buy it in the spot market, hold it, and sell a futures contract. This causes the cash and carry relationship to be a weak inequality rather than an equality.
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