A Comprehensive Guide for Selecting Appropriate Statistical Tests: Understanding When to Use Parametric and Nonparametric Tests

Choosing appropriate statistical tests is crucial but deciding which to use can be challenging. Different suit different types of data and research questions, so it important choose the right one. Knowing how select an test lead more accurate results. Invalid results misleading conclusions may drawn from a study if incorrect used. Therefore, avoid these essential understand nature data, question, assumptions before selecting This because there are wide variety available. paper provides step-by-step approach for any study, with explanation when relevant examples each test. Furthermore, this guide comprehensive overview what do violated.