Here's the S&P 500 dataset in Matlab format: sp500.mat

If you're looking for the paper this dataset is associated with, it's here.

I hope to have a non-Matlab version of the data up within a week, along with proper documentation of the dataset. Hopefully it is self-explanatory; if not, don't hesitate to email me: gdoyle at ling ucsd edu.