Some useful statistical tools for imperfect data — Introduction In any introductory statistics course, you’ll pretty much always encounter the basic z-tests, t-tests, as well as the occasional chi-squared. Now these tests can be extremely helpful and very good practice for understanding basic statistical methodologies, but the real world isn’t as perfect (a.k.a. “normal”) as statisticians would like it…