Under what kind of conditions would you recommend the following: a A probability sample? A non-probability sample?

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Under what kind of conditions would you recommend the following:

a A probability sample? A non-probability sample?
b A simple random sample? A cluster sample? A stratified sample?
c Using the finite population adjustment factor?
d A disproportionate stratified probability sample?

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