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When analyzing differences between two groups within a population, the choice of statistical technique depends on the nature of the data and the specific research question. Below are some common approaches:
Each of these statistical tests has its own set of assumptions and is suitable for different types of data and research questions. The choice of test should be guided by the data characteristics and the specific hypothesis being tested. It is also crucial to check the assumptions of each test before application to ensure valid results.