We are sharing a chalk talk rehearsal on applied probability. We use basic notions of probability theory to work through the estimation of sample size needed to reliably estimate event rates. This expands basic calculations, and then moves to the ideas of: Sample size and power for rare events.
Please check it out here.
Data Scientist and trainer at Win Vector LLC. One of the authors of Practical Data Science with R.