May 20th, 2009, 12:38 pm
over the years, I have seen numerous posts on stat arb. every now & then some fresh kid of school writes a new post for info on stat arb. in so far as pure equity arbitrage, in my Fund of Funds job, I have met nearly all the dedicated statistical arb funds out there. the academic papers (e.g. cointegration etc) do not work in practice; too less alpha, too volatile. there are periods when it does well and when it does poorly. in each cycle more funds go dead than new funds launched subsequently. the universe of live statistical arb funds has been shrinking - currently only 6-8 firms manage more than $100mn in pure statistical arb & perhaps less than around 20 funds out there that do dedicated statistical arb. it has become quite a small space by 2009. the alpha has disappeared. i haven't come across any recent successful ones: the returns over multiple years has been averaging sub 7-8% and going down steadily. 2008 was an occasional 8-10% year, but most of the '00 decade the typical fund returned 5-6%. to cut a long story short: majority of the funds trade some sort of stock vs a replicating basket, a small minority play basket vs a replicating basket. the surviving ones mostly play the former category. most of the funds that go regularly dead play the convergence, while some of the surviving ones play both the divergence & convergence. the vast majority of quant equity funds are the low to ultra-low frequency fundamental information based funds, e.g. many that play value: long high value/earnings, short low value/earnings etc. most of the pair trading firms, which are actually highly successful compared to stat arb funds, purely use fundamental information about the stocks and not based on statistical relationship. another tiny number of higher frequency equity arb funds are in the category of news flow driven, highly successful, but again not pure statistical arb. another category that has mostly gone dead, similar to pure statistical arb funds are the close-end fund arbitrage funds that did CEF vs replicating ETFs or baskets or futures etc, perhaps less than 5 surviving funds with only 1 more managing than $100 mn. vol arb funds on the other hand have been very successful, although there are only a few of them. not sure about correlation trades - i know a few funds which lost big on those. a large category of funds are out there that do event driven trades (again not statistical), these are merger arb, stub trading, share class arb etc. many of them have been moderate to widely successful.
Last edited by
pb273 on May 19th, 2009, 10:00 pm, edited 1 time in total.