A significant part of my understanding of econometric concepts stems from the wonderful site of xkcd.com. Thank you, Randall Munroe!

Correlation

Conditional Risk

Significance

p-Values

Extrapolating

Bayes' Law

Frequentists vs. Bayesians

Linear Regression

Goodhart's Law

Empiricism