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We can control many extraneous sources of variance by controlling who is in our study. We want our samples to represent the population of interest without introducing undue bias. We know that probability sampling strategies are most likely to give us a representative sample (see Sampling Methods workshop). Even with probability sampling, we might need to develop inclusion and exclusion criteria to insure that we are getting exactly the people we need in our sample.
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