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In this workshop, we aim to provide a practical introduction to statistical methods used for comparing group means, including various types of t-tests, analysis of variance (ANOVA), and post-hoc analysis techniques. Participants will learn when and how to apply independent and paired t-tests, interpret ANOVA results, and choose appropriate post-hoc tests to explore significant findings. Through examples and hands-on exercises, attendees will gain confidence in selecting and executing the suitable statistical tests for their data.