Why Risk-Neutral Probabilities Must Be Positive for No-Arbitrage
Summary
The document explains why a risk-neutral probability assigned to an event with positive real-world probability must be strictly positive in an arbitrage-free model. If a payoff in that event could be obtained for no cost, the buyer would receive a free chance of a positive payoff, creating an arbitrage. An event with zero real-world probability is an exception because its payoff does not provide that opportunity under the stated argument.
For a one-period binomial stock model, the risk-neutral up and down probabilities are derived from the stock multipliers and the bank return. The no-arbitrage condition places the bank growth factor strictly between the down and up factors, which makes both probabilities positive. If the bank return lies outside that range, borrowing to buy stock or shorting stock to invest at the bank produces a guaranteed profit. The discussion says the same intuition extends to trees with more than two outcomes, but it does not provide a formal proof for those models.
Key ideas
- A risk-neutral probability of zero for an event with positive real-world probability can imply a free payoff opportunity.
- In the binomial model, no arbitrage requires the bank growth factor to lie between the stock's down and up factors.
- That strict inequality makes both risk-neutral branch probabilities positive.
- If the bank return falls outside the stock return range, a stock and borrowing or lending position can lock in a profit.
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# Why risk neutral probabilities should be strictly greater than zero for no arbitrage condition?
# Why risk neutral probabilities should be strictly greater than zero for no arbitrage condition?
I was recently told by a colleague that the risk neutral probabilities should ALWAYS be greater than zero to have a no arbitrage condition. Intuitively, we know probabilities cannot be < 0, but how can we prove that we need them to > 0 too?
I am assuming if this is correct, it also applies to trinomial and n-nomial trees too. Can someone please clarify?
## Answer by spaceisdarkgreen (score 4)
https://quant.stackexchange.com/a/36136
There is one condition under which the risk neutral probability of an event can be zero: if the real world probability is zero. If not then any contract that pays off in that event must go down in price if the contract is modified as to not pay off or pay off less in that event. Otherwise, one can buy one and sell the other... it's arbitrage in the "free lottery ticket" sense that you get a nonzero probability of a payoff for free. This translates to the risk neutral probability of the event being positive.
## Answer by Pavel (score 0)
https://quant.stackexchange.com/a/36164
For the binomial model with up factor $u$, down factor $d$, and interest rate $r$ i.e. if a security at time $t = n$ is worth $S_n$, then at time $t = n + 1$, $S_{n+1} = uS_n$ with probability $p$ and $S_{n+1} = dS_n$ with probability $q$; similarly, if $X$ is left in the bank at $t = n$, then at $t = n + 1$ the account will contain $(1 + r)X$. Recall the risk neutral probabilities for the binomial model: $$\tilde{p} = \frac{(1 + r) - d}{u - d}, \ \tilde{q} = \frac{u - (1 + r)}{u - d}$$ Also recall the no arbitrage condition for this model: $$d < 1 + r < u$$ This condition implies that our risk neutral probabilities $\tilde{p} > 0$ and $\tilde{q} > 0$. To answer your first question, we prove that the risk neutral probabilities must be $> 0$ by showing that arbitrage is possible if this is not the case. Suppose that $1 + r < d < u$ and we are at time $t = n$. This implies that $\tilde{p} < 0$. Our strategy will be:
- Borrow $S_n$ from the bank
- Purchase one share of stock
At time $t = n + 1$ we owe $(1+r)S_n$ to the bank. Our position in stock is worth either $uS_n > (1 + r)S_n$ or $dS_n > (1 + r)S_n$. We then sell the stock and cover what we owe to the bank, leaving us with a nonzero amount of terminal capital when we invested $0$. This is an arbitrage strategy. A similar strategy can be used when $d < u < 1 + r$, namely short stock and invest in the bank.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.