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In statistics, choosing the right test can be challenging. This video explains seven common tests involving means, proportions, and relationships. To determine the appropriate test, consider the level of measurement used, the number of samples, and the purpose of the analysis. Nominal data, such as color preferences or defective parts, require different tests compared to interval/ratio data. Tests for nominal data include those for proportions and differences of two proportions.