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a statistic-teaching question

Well the correct answer from a frequentist perspective is that the probability is either 0 or 1, but there is not enough information to tell which one (actually for question 2 it is possible that the answer is both 0 and 1 (but not anything in between)).  So any student who expresses the idea of "I don't know" coherently should get full credit.  If we interpret mean or average to be sample rather than population, then the answer is still 0 or 1, but they can compute it.  Whether students who give the p-value for the t test should get full, partial, or no credit depends on what you (or other teachers) have stressed.  If you have stressed that p-values are definitely not probabilities on the population parameters, then the p-value is not the answer and should not get credit.  If the book and lecture were sufficiently vague on the point then they could get some credit.

Either way both questions are clearly poorly worded (from a Bayesian perspective as well).