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Regression from another angle
Authors:Allan R Sampson  David S Stoffcr
Institution:Department of Mathematics and Statistics , University of Pittsburgh , 15260, PA
Abstract:This paper presents a simply viewed framework that brings together various concepts of regression, prediction, and principal components. Several new concepts related to prediction are introduced, and then the interrelationships of these concepts are established. The generalizations are examined in detail and are illustrated in the context of a well known data set.
Keywords:regression  inverse regression  principal components  cross-prediction  regression in variable directions  Hooke skull data  measurement error models
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