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Rotation invariance 2 Generalized inverse Gaussian distribution 1 Identification of probability distribution 1 Normal distribution 1 Permutation invariance 1 Principal component analysis 1 Single-index model 1 Sufficient dimension reduction 1 Winding 1
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Article 2
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Artemiou, Andreas 1 Li, Bing 1 Misiewicz, Jolanta 1 Wesołowski, Jacek 1
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Journal of Multivariate Analysis 1 Metrika 1
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RePEc 2
Showing 1 - 2 of 2
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Predictive power of principal components for single-index model and sufficient dimension reduction
Artemiou, Andreas; Li, Bing - In: Journal of Multivariate Analysis 119 (2013) C, pp. 176-184
In this paper we demonstrate that a higher-ranking principal component of the predictor tends to have a stronger correlation with the response in single index models and sufficient dimension reduction. This tendency holds even though the orientation of the predictor is not designed in any way to...
Persistent link: https://www.econbiz.de/10011042065
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Winding planar probabilities
Misiewicz, Jolanta; Wesołowski, Jacek - In: Metrika 75 (2012) 4, pp. 507-519
Persistent link: https://www.econbiz.de/10010995140
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