
Volume 1, Number 16 June
7,
2006
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Welcome to "BioComp
Investors & Traders" A newsletter / journal for financially interested customers and friends.
Video:
The VIX is Not So Vexing http://www.biocompsystems.com/products/Dakota/videos/VIX/Vix.htm Questions or comments? Email me at cmcook@biocompsystems.com
Video:
Dakota R/T... A Sneak Preview http://www.biocompsystems.com/products/Dakota/videos/RTPreBeta/RTPreBeta.htm Note: Want Dakota R/T? Do this: Order Dakota End-of-Day and learn the Dakota concepts while you are waiting. When Dakota R/T is released we'll fully apply your investment towards Dakota R/T and you'll be ready to roll.... Not convinced? Ok, we'll give any end-of-day Dakota user a discount when rolling over to Dakota R/T. There. Now its cheaper to get end-of-day Dakota first!
Step up and Order Here:
Tech Talk:
Repeatability Studies Dakota tackles this problem by injecting noise into the walk forward adaptation process so we get a bit different results each time we run a swarm. While you can avoid this injection, it is a feature that enables you to look at the results of multiple "runs" and see the average performance and how much it varies. To get a good statistical measure of performance, you should repeatedly run the system 30 times. To do this manually would be tedious, to say the least. So we automated it. By dropping down the "Run" [>] button and selecting "Run N Times...", Dakota will rerun the swarm the number of times you specify. While it is doing that, it captures the statistics and equity curves from each run and exports them to disk to a file you specify. You can open the statistics file in Microsoft Excel or other spreadsheet program and do some analysis, such as computing the mean and standard deviation of equity performance, drawdowns, drawdown durations, equity curve straightness, and any of 34 additional trading metrics. You can also do all sorts of mathematical analysis of the equity curves. At a first glance, I personally like to plot them like this:
Looking at this chart tells me a lot. First, the average performance is about 1,000 points profit for this trading system. This system uses 6 years of data, so that is about 167 points per year profit. Second, high performers stay high and low performers stay low, that is, they don't "revert to the mean", criss-crossing each other from high to low. That means just because my system has a high equity curve does not mean it's going to "tank" on me. Third, even the lower equity curves made good equity gains during the last 4-5 years. Fourth, I can see that most of the "decision-making" about what run had a high equity curve had occurred early in starting the swarm, which doesn't have much effect on recent performance and finally... Fifth, that once a swarm had established itself, it principally kept on the same slope as all the others, fairly parallel in their equity climb. It doesn't much matter which I choose to actually trade. I will make money with each or any. By using repeatability studies in Dakota, you can sort out the luck from lucre. Note: The equity curve logging is in the next update of Dakota, coming in a day or two.
Customer Comments
Thanks guys!
Closure
This newsletter is brought to you by BioComp Systems, Inc. Please forward it to anyone who might be interested. They can also subscribe at: http://www.biocompsystems.com/cgi-bin/mojo.cgi?f=s&l=Profit
These documents are provided for informational
purposes only. The information contained in this document represents the
current view of BioComp Systems on the material discussed as of the date of publication. Materials
written should not be interpreted to be a commitment on the part of
BioComp and BioComp cannot guarantee the accuracy of any information
presented after the date of publication. INFORMATION PROVIDED
IN THIS DOCUMENT IS PROVIDED "AS IS" WITHOUT WARRANTY OF ANY KIND, EITHER
EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE IMPLIED WARRANTIES OF
MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND FREEDOM FROM
INFRINGEMENT. Statements of equity performance
are
hypothetical and have not been substantiated by records of actual trading.
Hypothetical or simulated performance results have certain inherent
limitations. Unlike an actual performance record, simulated results do not
represent actual trading. Also, since the trades have not actually
been executed, the results may have under- or over-compensated for the
impact, if any, of certain market factors, such as lack of liquidity.
Simulated trading programs in general are also subject to the fact that
they are designed with the benefit of hindsight. No representation is
being made that any account will or is likely to achieve profits or losses
similar to those mentioned. |