i'm currently letting matlab do some calculations based on cointegration. i did not have much success finding any significant relationship for the longer timeframes during the development of my strategy (longest considered timeframe is 3 months). but looking at the charts i might have set the timeframe too short. was looking for cointegration based on a one year timeframe and got no good results. let's see if 3 years change something.