Principal component analysis for compositional data vectors
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DOI: 10.1007/s00180-015-0570-1
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References listed on IDEAS
- Wang, Huiwen & Liu, Qiang & Mok, Henry M.K. & Fu, Linghui & Tse, Wai Man, 2007. "A hyperspherical transformation forecasting model for compositional data," European Journal of Operational Research, Elsevier, vol. 179(2), pages 459-468, June.
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Cited by:
- Xinping Xiao & Xue Li, 2023. "A novel compositional data model for predicting the energy consumption structures of Europe, Japan, and China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(10), pages 11673-11698, October.
- Caiyue Xu & Xinping Xiao & Hui Chen, 2024. "A novel method for forecasting renewable energy consumption structure based on compositional data: evidence from China, the USA, and Canada," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(2), pages 5299-5333, February.
- Wenyang Huang & Huiwen Wang & Shanshan Wang, 2021. "Dimension reduction of open-high-low-close data in candlestick chart based on pseudo-PCA," Papers 2103.16908, arXiv.org.
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Keywords
Compositional data; Principal component analysis (PCA); Simplex space; Logratio transformation;All these keywords.
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