Estimator

-estimator

For a random sample , of identically and independently distributed random variables with mean and variance , the first Sample moment

estimates the Expectation of the population since

This confirms the intuition that the larger a sample, the closer its mean will get to the actual population mean. The distribution of the -estimator is described by the Central limits theorem.

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