Note: If we are going to use a statistic to make an inference about a parameter, we would like the sampling distribution of the statistic to have the following properties:

• We would like the center of the sampling distribution to be equal to the value of the parameter that the statistic is estimating. If this is the case we say the statistic is unbiased.