Prediction and classification in nonlinear data analysis: Something old, something new, something borrowed, something blue
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DOI: 10.1007/BF02295607
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- Patrick Groenen & Bart-Jan Os & Jacqueline Meulman, 2000. "Optimal scaling by alternating length-constrained nonnegative least squares, with application to distance-based analysis," Psychometrika, Springer;The Psychometric Society, vol. 65(4), pages 511-524, December.
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- Bingyu Sun & Konomi Ikebe & Yirui Han & Xiangting He, 2023. "Protection System and Preservation Status for Heritage of Industrial Modernization in China—Based on a Case Study of Shenyang City," Sustainability, MDPI, vol. 15(3), pages 1-28, January.
- Paola Costantini & Marielle Linting & Giovanni C. Porzio, 2010. "Mining performance data through nonlinear PCA with optimal scaling," Applied Stochastic Models in Business and Industry, John Wiley & Sons, vol. 26(1), pages 85-101, January.
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Keywords
multiple regression; optimal scaling; optimal scoring; statistical learning; data mining; boosting; forward stagewise additive modeling; additive prediction components; monotonic regression; regression splines; distance based clustering; clustering on variable subsets; COSA; genomics; proteomics; systems biology; categorical data; ordinal data; ApoE3 data; cervix cancer data; Boston housing data;All these keywords.
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