Multivariate Window with Confidence Ellipses There are two ways to interpret the ellipses: as confidence curves for bivariate normal distributions and as indicators of correlation. As confidence ...

A confidence ellipse for prediction is a confidence region for predicting a new observation in the population. It also approximates a region containing a specified percentage of the population.