Statistics by Simulation

I find computer simulations really useful for statistics. They are useful for illustrating or demonstrating established theoretical results, or for testing new analytical results. They’re also useful for building understanding of important statistical concepts. To this end, I’ve put together some short videos illustrating some key statistical concepts and methods.

Standard deviation versus standard error

Central Limit Theorem

Confidence Interval Interpretation