Hedge Fund Factor for May, 2009

by Graham Giller June 08, 2009 23:24

We have a new month and new data for the dynamic trading risk factor. Last month's forecast was for a profit of 2.17%; the realization was a profit of 4.33%. This month we are forecasting a profit of 2.11% for June, 2009. (Note that the underlying charts for the prior posts have been replaced by the newer versions.)

Dynamic Trading Risk Factor - Data as of May, 2009

In order that we make the best possible forecast of the next months return, the data linked to above contains forecasts that computed from regression parameter estimates that have been updated to take account of the increased data set available at the time that the series is computed. On this basis, only the final forecast in the series is truly out of sample. To allow the actual forecasting efficiency to be properly evaluated, I have also provided a series with the actual historic series of forecasts, which were made solely with data available for the date of the forecast. The chart below

Dynamic Trading Risk Factor - Out of Sample K-S Test

shows the use of the Kolmogorov-Smirnov test to evaluate whether the actual factor returns are consistent with these fully out-of-sample forecasts. For these five points, the answer is yes — as we have a 65% chance of drawing a larger Dmax deviation statistic by chance.

 

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About the Author

Graham Giller - Headshot GRAHAM GILLER
Dr. Giller holds a doctorate from Oxford University in experimental elementary particle physics. His field of research was statistical astronomy using high energy cosmic rays. After leaving Oxford, he worked in the Process Driven Trading Group at Morgan Stanley, as a strategy researcher and portfolio manager. He then ran a CTA/CPO firm which concentrated on trading eurodollar futures using statistical models. From 2004, he has managed a private family investment office. In 2009, he joined a California based hedge fund startup, concentrating on high frequency alpha and volatility forecasting. My updated resume is on LinkedIn.

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