Street Fighting Numerical Analysis - Part 1

Computing is a crucial part of modern applied and theoretical econometrics but most economists, myself included, have little if any formal training numerical analysis and computer science. This means that we often learn things the hard way: by making boneheaded mistakes and spending hours browsing stackoverflow to try to figure out what went wrong.