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Solution: The concept of sampling distributions, statistical inference and the knowledge of Central limit theorem is needed as a prerequisite to understand the solution to the given problem.  From the statement given, it is evident that it is claiming about the statement as defined by the Central Limit Theorem. The Central Limit Theorem is mainly used for the large sample inference where the population distribution of the mean ... See the full answer