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Conformal normal curvature and assessment of local influence
Authors:W-Y Poon  & Y S Poon
Institution:Chinese University of Hong Kong, Hong Kong,;University of California, Riverside, USA
Abstract:In 1986, R. D. Cook proposed differential geometry to assess local influence of minor perturbations of statistical models. We construct a conformally invariant curvature, the conformal normal curvature, for the same purpose. This curvature provides a measure of local influence ranging from 0 to 1, with objective bench-marks to judge largeness. We study various approaches to using the conformal normal curvature and the relationships between these approaches.
Keywords:Aggregate contribution  Conformal normal curvature  Influence graph  Linear regression  Normal curvature
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