August 22nd, 2008, 3:59 pm
The formal definition of the Sharpe ratio is the excess return per unit of risk taken. You decide which bit is the excess part based on your desired return. So if you were running a cash equity portfolio it might be the portfolio alpha (ie the return in excess of the market), or if you had an absolute return strategy it might be that anything over zero is counted as excess. You have to define the return that you want and anything over this is excess. For currency, I would probably use risk-free rate of sterling, if that is your base currency, since this is the return you would hope to achieve if you didn't take any risk. You say that you are looking at intra-day / high frequency so essentially risk-free tends to zero. I think this is fine so long as you are not looking at building this up over a number of time periods. So if you just want sharpe ratio for a day then this policy works, but if you are looking at a portfolio strategy based over a number of trading sessions then it probably doesn't.The other important aspect of sharpe is that you keep your units consistent. If you are measuring your return over a day then the standard deviation (and yes, this is the standard deviation of your portfolio returns) must be factored so that it is the SD for the day. You must also ensure that you measure at even time intervals.