So, if people are smart enough to change their financing to avoid default/foreclosure, that shouldn’t count ?
If they are able to refinance, that means that they presumably had the economics means to do so. This biases the result in favor of the person predicting high default rates.
Why not just bet that a high percentage of those that are more than 60-days late on their payments are more going to default ?