This stems from a couple of binomial distribution projects I have been working on recently. It’s widely known that there are many different flavors of confidence intervals for the binomial distribution. The reason for this is that there is a coverage problem with these intervals (see Coverage Probability). A 95% confidence interval isn’t always (actually