Quote from ezbentley:
One of the main motivation for me to initiate this question is that, the concept of Kelly Criterion, Optimal f, geometric growth...etc, all seem very mathematically brilliant to me. Yet they don't seem to be the mainstream in the professional money management business. I am curious to hear any thought from anyone working in the industry as to what they think of the Kelly Criterion and Optimal f framework.
FWIW, here is an excerpt from a paper regarding poundstone's excellent layman's book;
"Thorp is not the only money manager to have used the Kelly criterion successfully. According to Poundstone, Kenneth Griffinâs Citadel
Investment Group, James Simonsâs Medallion Fund, and D.E. Shaw and Co. have done so too. Baltimoreâs legendary William Miller, manager
of the Legg Mason Value Trust, is another convert, having written in his 2003 annual report that âThe Kelly criterion is integral to the way we
manage money.â This is significant because Millerâs fund is the only SEC-regulated mutual fundâThorpâs various funds and the others mentioned
above being unregulated hedge fundsâever to outperform the S&P 500 for 10 consecutive calendar years. Indeed, it has currently done
so for 13 consecutive years and seems to be on track for a 14th. Yet Miller suggested to Poundstone that fewer than a tenth of working portfolio
managers have ever heard of the Kelly criterion, whichâunlike the standard tools of portfolio managementâdid not arise from the work of
Nobel prize-winning economists.
Poundstone is unmistakably eager to publicize the fact that the mainstream approach to portfolio management has a credible rival, about
which investors are rarely told. He attributes the apparent suppression of this information to the towering prestige of the Nobel prize-winning
economists aligned behind the efficient market hypothesis (EMH) and the orthodox methodology based on it. To Poundstone, and to many of
his informants, the Kelly criterion seems to represent a Kuhnian paradigm shift just waiting to happen. What it will take to bring that about
remains to be seen."
http://www.siam.org/pdf/news/930.pdf
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The key principles of kelly are quite valid and elegant IMO, it is how they are applied that needs to be carefully evaluated. For example, if you only bet 1% of your capital on an individual trade, no matter how big the fat tail is, your total capital is not wiped out -- (i.e. the MOST you will lose is 1%, non-margin). This makes a lot more sense than (parametrically) assuming (99.99% certainty) a max 5% individual loss and betting calculated opt f size proportional to this assumption, then getting a fat tail which wipes that assumption out. It's important to look at many scenarios which are not parametric, and observe how the opt terminal wealth varies over those scenarios IMO, then evaluate what the best approach might be under those considerations. Same goes for VAR.
Another consideration is how to spread risk with the consideration of correlation between trading vehicles and volatility under high stress.
P.S. Look forward to hearing more of RV's interpretation of turning finite duration losing streams into winning strategy via MM.