Model selection procedures in three-mode component models

Abstract

An overview is presented of the various procedures available for model selection in three-mode models, especially the Tucker2 model, the Tucker3 model and the Parafac model. Various procedures will be reviewed such as selecting from a hierarchy, three-mode scree plots, deviance plot, sums of squares partitioning, bootstrap and jackknife procedures.