Basically one huge problem here is that there isn't enough data compared to the number of variables involved.

Not to mention that this is a problem in what Taleb would call extremistan, i.e., the distribution of possible outcomes from intervening, or not-intervening, are fat-tailed and include a lot of rare possibilities that haven't yet shown up in the data at all.