Formula, Definition, Examples, & Python Implementation — 1. Purpose A statistical test called the z-test is run on data that roughly fit the normal distribution, i.e., for data that is not skewed. The z-test can be applied to test differences in proportions between two samples or even one sample for assessing hypotheses. For a population with known variance, it…