Statistical Mistakes

Misuse of statistical inference in medical research

Violation of assumptions

All statistical methods are based on certain assumptions being fulfilled, and this is not always the case.

Common assumptions are that observations are independent, have a specific probability distribution and some characteristics regarding variance. It is usually good statistical practice to check if the methods’ assumptions are fulfilled before presenting their results.