If we are testing for the difference between two population means,it is assumed that the sample observations from one population are independent of the sample observations from the other population.

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For a two-sample mean test, independence of observations is assumed between the two groups being compared. This is necessary for the assumptions of the test to be met and for the results to be valid.

If We Are Testing for the Difference Between Two Population