<t>"i'm not an index/equity guy, but i would check whether the S&P index is seasonal. i mean, maybe your restriction to the year 2011 is not that smart. ""that's YOUR job to determine wich model best fit your data. right?""your original time series is probably not stationary. thus, your statisti...