as an estimate for ?². There are two natural choices for s² here - dividing by yields an unbiased estimate, while dividing by n yields the maximum likelihood estimator, and either might be used. One then uses the quantile function with these estimated parameters to estimate an interval in the sampling distribution of .

This approach is usable, but the resulting interval will not have the repeated sampling performance promise to cover the future observable -