Abstract: Apparatus and methods are provided for creating a novel class of graphical displays of statistical effects in categorical and continuous outcome data. Each display is provided from a user-selected reference perspective. The effects are estimated from a class of "M-component" models, M.gtoreq.1. The resulting displays allow researchers to visualize and readily interpret the effects of their data.