Pairs trading & cointegration
On Mon, Feb 22, 2010 at 6:31 PM, Brian Giarrocco
<chrysanthemum at gmail.com> wrote:
First time posting here so I hope I get it right! I'm an undergraduate in an American University, and am Computer Science/Math/Finance focused. I'm attempting to create a basic Pairs Trading portfolio as a project and have found many good resources online that have pointed me in the right direction. I have a symbol list of 50 Utility stocks w/ 500k+ ADV. I then compare each symbol to every other symbol using the Dickey-Fuller test, and then accept a pair if it passes with 95% confidence. Pretty simple idea. I created a python script to back-test different entry and exit points, but the problem, as most of you may have already found -- is that the co-integration does not significantly hold. The profitability seems to be around 1-2% over a year period. (Profitable, but not good) I'm looking to expand this out, does anyone have any suggestions on what I can add to tighten up the confidence of the cointegration. Is it possible to add in fundamentals? Are there any good papers that deal with cointegration between equities (Specifically in the US Equities Market)? I've posted all my code to: http://g-rock.dreamhosters.com/pairs/ With the hope that it may help someone in the future. Thanks for any tips, Brian Giarrocco bvgiarro at edisto.cofc.edu
A fairly typical answer I suspect but have you investigated using some overall gate to tell you to favor long or short, such as ETF for the utility sector or overall market direction using the SPX or something else like that? pairs.r did not resolve for me. Cheers, Mark