The Firehose of Statistical Tests

Initially I felt like I was drinking from a firehose of seemingly disconnected statistical tests and analysis methods. It was a lightbulb moment when I realized that t-tests, ANOVA, linear regression and Bayesian estimation are different ways of looking at the same problem. This Two Means App illustrates the relationships between these methods by comparing the sample means from two populations.