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No-Arbitrage, Bond Risk Premia, and Sharpe Ratios

Article Quant Q&A · Author: MC_nonmaster

Summary

The note asks why a paper might associate no-arbitrage with equal Sharpe ratios across bonds. One response derives a condition in a one-factor short-rate setting: represent bonds of different maturities as functions of the short rate, apply Itô’s formula to their price processes, and combine them in a self-financing portfolio. If the exposure is chosen to remove Brownian risk, absence of arbitrage requires the resulting riskless portfolio to earn the short rate. This yields an equality between each bond’s excess drift and its volatility loading.

A second response invokes an equivalent martingale measure and explains that discounted asset prices have risk-neutral expected returns tied to the numeraire. These arguments require careful interpretation: the derivation’s scope and assumptions matter, and equality of Sharpe ratios is not a general statement about realized or physical-measure returns for arbitrary assets. The short-rate argument is explicitly limited to its model setting, while the broader claim is presented without fully specifying its conditions.

Key ideas

  • A one-factor short-rate model can link bond excess drifts to their volatility loadings under no-arbitrage.
  • A self-financing portfolio can be chosen to eliminate the shared Brownian risk in the model.
  • Risk-neutral expected returns are tied to the chosen numeraire and should not be confused with physical expected returns.
  • Claims about equal Sharpe ratios depend on model assumptions and do not automatically generalize to all assets.

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Full text
# No-arbitrage and the sharpe ratio?


# No-arbitrage and the sharpe ratio?












I'm reading a paper and it says that in a no-arbitrage market the sharpe ratio is the same for all bonds. I'm guessing that a difference in two bonds sharpe ratios would open the possibility of arbitrage, but why is that?

Regards

## Answer by ab94 (score 2)

https://quant.stackexchange.com/a/48844

This was proved by Vasiceck in his 1977 paper. If you suppose that the price of a pure discount bond depends only on a markovian short rate $r(t)$ with SDE \begin{equation} dr(t)=\mu(t,r(t))dt + \sigma(t,r(t))dW(t) \end{equation}

then you can assume that $P(t,T)=F(t,r(t);T)$. Now, with similar arguments used in the derivation of the Black-Scholes formula, he made a self-financing portfolio consisting of a $T$-bond and a $S$-bond. Say your portfolio value has SDE: \begin{equation} dV(t)=\theta_T(t)dF(t,r(t);T) + \theta_SdF(t,r(t);S) \end{equation} where $(\theta_T,\theta_S)$ is your self financing strategy. Now for simplicity write $F(t,r(t);T)=F^T(t,r(t))$ and since $P(t,T)>0$ for all $t\le T$ we can use Ito lemma to write his differential in this way: \begin{align} dF^T(t,r(t))&=\alpha^TF^Tdt + \beta^TF^TdW(t) \\ dF^S(t,r(t))&=\alpha^SF^Sdt + \beta^SF^SdW(t) \end{align} By substituting in the self financing portfolio SDE you now search the strategy $(\theta_T,\theta_S)$ that makes this portfolio risk-neutral. If the market doesn't allow for arbitrage, then a risk-less asset must earn the same rate of return of the bank account: \begin{equation} dV(t)=r(t)V(t)dt \end{equation} After substituting you will find that this equals the condition \begin{equation} \frac{\alpha^S(t) - r(t)}{\beta^S(t)}=\frac{\alpha^T(t) - r(t)}{\beta^T(t)} \end{equation} This means that bonds with different maturities have the same Sharpe Ratio. You will find a clearer derivation in the book by Bjork, however this just works for short rate models. Actually I don't know if there are more general derivation of this result.

## Answer by Cettt (score 0)

https://quant.stackexchange.com/a/45300

I would guess you mean that all the expected Sharpe ratios are equal. Here is why.

Consider a market with $d$ assets $(S^1, \dots, S^d)$ which is free ob arbitrage. Let $B$ denote the numeraire. According to the fundamental theorem of asset pricing there exists a martingale measure $\Bbb Q$. In particular: $$ \Bbb E_{\Bbb Q} \Bigg[\frac{S_{1}^j - S_0^j} {S_0^j} \Biggr] = \frac{1}{S_0^j}\Bbb E_{\Bbb Q} \bigl[S_{1}^j\bigr] - 1 = \frac{B_1}{S_0^j}\frac{S_0^j}{B_0} - 1 = \frac{B_1 - B_0}{B_0}, \quad \ \text{for all} \ j \in \{1,\dots, d\}. $$

This is the well known result that under the absence of arbitrage the expected return of each asset is given by the expected return of the bank account.

In particular all Sharpe ratios have to be equal.

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.