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Principal Component Analysis With Sparse Fused Loadings
In this article, we propose a new method for principal component analysis (PCA), whose main objective is to capture natural “blocking” structures in the variables. Further, the method, beyond selecting different variables for different components, also encourages the loadings of highly correlated va...
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| Publicado no: | J Comput Graph Stat |
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| Main Authors: | , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2012
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4394907/ https://ncbi.nlm.nih.gov/pubmed/25878487 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1198/jcgs.2010.08127 |
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