
Apart from the transparency implicit in a rules based methodology, it also enables flexible customization, be it in terms of exposures, or e.g. risk and currency overlays.
The
current sub-strategies are
Equity Hedge
Event Driven
Macro
Relative Value Arbitrage
Emerging Markets
These five sub-strategies have been chosen as they (a) are readily replicable using a factor based approach, and (b) they have historically represented approximately 80 % of hedge fund AUM, and 85% of new capital flows.
The Composite index is created as an equally weighted composite of the five style replicators. The equal weighting has been chosen for its simplicity, as our research indicates that we would not obtain improved results using a more complex weighting scheme.
The Risk Factors are determined applying a set of filters as follows:
A liquidity filter based on the contribution of the strategy to daily volume, and the open interest of the underlying instruments relative to the S&P500 E-mini futures contract (currently max 1% of average daily volume, and at least 5% of the S&P contract)
A statistical filter with constraints for cross correlation, diversification, and variance inflation (to avoid multicollinearity), and finally
An economic sensibility overlay, which is applied if the number of factors exceed 10, following steps (1) and (2)
The current Risk Factors are:
S&P 500
FTSE 100
Topix
MSCI Emerging Markets
US 10 Year Note
Euro Bunds (10 Year)
Yen
Euro
Gold
Crude Oil
(Cash)
Note that the 10 factors are common to all four 5 sub-strategies.
Cash is included as a residual investment, meaning that any funds not invested in the risk factors, are invested in a money market instrument.
The monthly trading signals for the TrueBeta Replicators are generated using a multi-factor regression model with a twelve month rolling window, estimated on a monthly basis (upon the release of the flash update of the monthly HFRI indices on the 5th business day of the month).
To compensate for the lack of daily data for the HFRI indices, TrueBeta creates a synthetic daily series using an auto regressive ARX model combining the monthly data for the HFRI indices with the daily data for the investable HFRX indices. This significantly improves both reaction time to potential regime shifts, and the stability of the model.
Dynamic Exposure
TrueBeta has developed a dynamic leverage model that enables it to explicitly reflect the impact of changes in hedge fund leverage across market cycles. TrueBeta does this by applying a dynamic (variable) multiplier, generated by the model, to the basic factor exposures on a monthly basis. Please go to the Dynamic Exposure section of this web site for further detail.
Maintenance
In addition to the monthly signals, the risk factors employed in the regression are reviewed and updated on a semi-annual basis in May and November. The results of the risk factor reviews will be announced on this web site.
TrueBeta conducts on-going research that may result in enhancements to the methodology from time to time. We expect to introduce minor enhancements semi-annually in May and November, and more significant changes (if any) annually in May.