Statistics, Machine Learning, Data Science, Central Limit Theorem, Sample.
randomly-selected US citizen, they all have the same distribution, i.e. the true distribution of the population age itself. So the “Identical Distribution” assumption always holds for a sample; it’s the “Independence” assumption which is sometimes difficult to justify. Now that we have our setup,