James Simons: former mathematician and now billionaire hedge fund manager
seedmagazine.com
seedmagazine.com
You buy a decent assets that give you 7% return, but have a 2% chance of default. You borrow at 5% and leverage to the max. As long as your assets perform, you have returns that beat the market consistently with high probability. But with a low probability you lose a lot more, and you just hope that this doesn't happen while you rake all the fees and gains.
Edit: Now is as good a time as any to disclose that I work with Rentec, among other companies. I'm not sure if this makes me informed or just biased, though. Everything I've said about them is publicly available.
http://www.bloomberg.com/apps/news?pid=20601109&refer=ho...
So you may mean that they suffered from volatility in August. But making 4% per month is not bad, even if there are 10% swings along the way.
It's suspicious to me that you point to their low-risk institutional fund's losses as proof that their high-risk strategy is dangerous, even as their high-risk fund is posting record gains.
It is easy to have low returns with low volatility - just buy bonds.
It is easy to have hight returns with high volatility - just buy penny stocks or emergent markets.
Their Medallion fund was doing something that defied that rule for 20 years, it had high returns with low volatility. Up until August last year.
It might be useful to think of Renaissance as a market-maker, not a money manager -- given that you described two buy-and-hold strategies, and their average holding period is six minutes, it sounds like they might not be in the business you're talking about.
It's possible to get superior returns over time by having such a low cost or such a strong brand that your product is qualitatively different from someone else's: having a brand like Coca-Cola that is, say, 5% more recognizable than Pepsi can give you something that's worth much much more than Pepsi + 5%; being able to make trades 1% faster and 1% cheaper than anyone else (if Rentec can do that) means having a monopoly on taking advantage of one set of market discrepancies. They obviously have to spend a lot of money to maintain that advantage, but the advantage remains.
So what would be their advantage that holds for so long? Ability to properly calculate short-term risk/reward given all available public information?
Update: after reading your blog I found an answer - if stock market is a casino then quant funds are girls serving drinks to the audience.
Majority of 'hedge' funds are simply volatility sellers in one form or another. They run disproportionate and unannounced risks of instant death. Again, it seems like Renaissance is not this type of a firm, even though it can have a few bad months.
http://www.bloomberg.com/apps/news?pid=20601109&refer=ho...
For folks interested in understanding his strategies, here is a thread by some quants:
http://www.nuclearphynance.com/Show%20Post.aspx?PostIDKey=48...
Out of amusement I love it saying he's no longer a mathematician, because now he's a hedge fund manager! He must have given that up to play the market.