Compare and contrast confidence intervals and prediction intervals.

A confidence interval provides an interval estimate of a population parameter such as mean or proportion.A prediction interval provides a range for predicting the value of a new observation that is not a natural attribute of that population like mean or proportion.A confidence interval is associated with the sampling distribution of a statistic,but a prediction interval is associated with the distribution of the random variable itself.