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Brusco, Michael J.; Cradit, J. Dennis; Steinley, Douglas; Fox, Gavin L. – Multivariate Behavioral Research, 2008
Clusterwise linear regression is a multivariate statistical procedure that attempts to cluster objects with the objective of minimizing the sum of the error sums of squares for the within-cluster regression models. In this article, we show that the minimization of this criterion makes no effort to distinguish the error explained by the…
Descriptors: Regression (Statistics), Models, Research Methodology, Multivariate Analysis