I'm also starting with predictive analysis and regression models.
I've managed to get a nice looking prediction formula with 86.8% of R2. Then I re-run the regression (I'm using MiniTab 13) and selected the options to get Confidence Limits and Prediction Limits...
My question is... how do I interpret these??
For example, I'm testing the likelihood of payment (Paid = 1, Not paid = 0) and I got this Limits from MiniTab: