Elliptical confidence regions for simple correspondence analysis

Confidence regions for simple correspondence analysis allow for the identification of categories that are consistent with independence, and those that are not. This paper describes a procedure for constructing elliptical regions which takes into account the unequal weighting of each of the axes of the plot.