My Rules of Modeling, from Russ Sears
1 Make sure the assumptions are based on the most credible current available data.
2 Make sure the data are appropriate for the models assumptions.
3 Know which assumptions your model is sensitive to.
4 Watch closely for regime changes — changes in future expected patterns, invalidating your current assumptions.
5 Always check your numbers for accuracy.