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A priori simply means "prior to", so it is something done prior to conducting your experiment. Post hoc means "after", so doing it after the study is complete. A parameter is a number associated with the the population, so an a priori parameter could be the mean of the population prior to an event such as your experiment and a post hoc parameter would then be the population mean after the event.

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Q: What is prior parameter v.s. post hoc parameter?
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