Question: what is the purpose of a statistical parameter?
Answer: A statistical parameter or population parameter is a quantity entering into the probability distribution of a statistic or a random variable. It can be regarded as a numerical characteristic of a statistical population or a statistical model. Suppose that we have an indexed family of distributions.