OLS
forward selection
- You start with bivariate regressions for your outcome and JUST one x. You create separate equations for each variable. You look at RSS and see which one has the least. Start there as your base before you start adding.
Backward selection
- Add ALL your variables of interest at once; remove and adjust based on statistical significance.
Related to inferential statistics