I've Been Busy

by Graham Giller December 29, 2009 08:13
Posts to Statistical Trader have slowed down a lot — I've been busy working for a hedge-fund startup that I joined in August.  To manage this new responsibility, I've cut back from some of my activity in writing articles for this blog, and am no longer publishing my trade record to Twitter. I am still compiling data on the Dynamic Trading Risk Factor, and will publish articles relating to that analysis from time-to-time…

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October 2009 Data for the Dynamic Trading Risk Factor

by Graham Giller November 10, 2009 16:01

As of this afternoon, a total of 1149 of approximately 2,500 hedge funds have reported data for October, 2009; so it's now time to update our data and forecasts for the dynamic trading risk factor. This gives us an early estimate of a number that is not much likely to change during the rest of the month.

Chart of the dynamic trading risk factor

Out-of-sample, our final forecast of the return for September, 2009, was 1.10% (our early forecast was 1.11%), and the realization was a substantial 3.25%. Our final forecast for October, 2009, was 1.61%, yet our current estimate of the performance for the most recent month is a loss of −0.20%. As a result we are forcasting a 0.30% return for November, 2009. These forecasts represent an a priori expected monthly return for any fund or firm that makes it's living by trading.

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Empirical

One More Trade for the Compact Model Portfolio

by Graham Giller November 06, 2009 10:51

The Compact Model Portolio, which has been quiescent for a long time, has traded again. This time substituting FAS, which is the triple leveraged financials ETF for SDS, which is the double short S&P 500 tracking ETF. (The history of the composition of this index, and it's daily return relative to the benchmark, have are available on the blog side panel.) This trade actually occured on 20/10/2009, but I've been very busy on other projects and have been unable to update the blog for a while.

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Model Portfolios

A Third Trade for the Compact Model Portfolio

by Graham Giller October 16, 2009 00:42

Astute observers of the Compact Model Portolio, which had been quiescent for a long time, will have noted that it has once more traded again. This time substituting EEM, which is the ETF following the MSCI Emerging Markets Index, for J.P. Morgan. (The history of the composition of this index, and it's daily return relative to the benchmark, have are available on the blog side panel.)

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Model Portfolios

Why Would Performance Affect a Hedge Fund's Reporting Schedule?

by Graham Giller October 02, 2009 11:22

Professional managers are fully awhere of the transient and random nature of the returns they create, whether actively or passively, and are real human beings with the behavioural biases and oddities that characterize us as a group. Thus, when we are presented with a month in which we do very well, we are aware that the future will likely hold periods of underperformance. Furthermore, it is likely that the month following a good month, the month during which we are preparing a formal summary of the prior returns that we know were good, we are more likely to underperform that recent history than outperform it. Nobody wants to write the letter:

Dear Investor, last month we did very well. However, as I write this I know that we're doing less well, so don't get too carried away with your newfound wealth that I've already lost.

Furthermore, a manager who is confessing to a particularly dire prior period of returns would greatly like to write:

Dear Investor, last month we did badly. However, as I write this I know that we're doing very well, so please do not distress too much over your losses, which have already been erased.

For an example of this latter tendency, I can simply refer to my prior post on the September, 2009, performance of our NASDAQ-100 futures trading system. Both these forces together, provide the incentive for outperforming managers to report their returns promply and for underperforming managers to linger a while before sending the letters out of the door. Thus, we can explain the tendency observed in our analysis of the incremental updates of the BarclayHedge data.

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Heuristics

September, 2009, Performance for NASDAQ-100 Futures Trading

by Graham Giller October 01, 2009 20:55

We have been trading NASDAQ-100 futures under a our One-Shot strategy, and publishing that trade data to TwitterTwitter since April, this year. The following chart shows the performance of this trading, to date. Put simply, the 1st. of September was very bad. We got into the wrong position and rode it down. Some money was made back by trading during the month, but the month as a whole was a poor one for this strategy. Fortunately, today (the 1st. of October) was very good. Good enough to cancel out its antecent date, but in the wrong month to make the performance numbers look nicer.

Giller Investments - NASDAQ-100 One Shot Feed Account [Click for PDF]

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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.

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Nothing on this site should be construed as a reccommendation to buy or sell any specific security nor as a solicitation of an order to buy or sell any specific security. Before making any trade for any reason you should consult your own financial advisor. The author may hold long or short positions in any of the securities discussed either before or after publication of an article mentioning such a security.

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