How the FiveThirtyEight Senate Forecast Model Works

  "A good model should be probabilistic, not deterministic."

This is probably the most important thing I've learned about modelling. One of the biggest dangers in sharing results from a statistical analysis with laypeople is that they will interpret the exact numerical answer as evidence of certainty in your predictions. Often times it's as important how a model is presented as how a model is built.