Question: why is x bar an unbiased estimator of mu?
Answer: The expected value of the sample mean is equal to the population mean µ. Therefore, the sample mean is an unbiased estimator of the population mean. ... Since only a sample of observations is available, the estimate of the mean can be either less than or greater than the true population mean.