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Hypothesis Testing Assumptions

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Discussion Participation Scoring Guide.

For its validity, all hypothesis testing depends heavily on the assumption that the sample was drawn using probability sampling techniques. For this discussion, answer the following:

Why is it important that a sample be random?

What can you do if you cannot use a probability sampling technique? (For example, suppose there is no good sampling frame available for the population of interest.)

Provide an example of a population and explain how you would collect a random sample from that population.

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