This course is designed to help you master essential statistical techniques using R. You will explore the foundational statistical theory behind ANOVAs and learn how to rigorously check that your data meets the necessary assumptions. The topics guide you through performing one-way and two-way ANOVAs (including interaction effects) while mastering post-hoc analysis and exploring non-parametric alternatives for cases where your data does not meet standard criteria.