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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...
Gorde:
| Argitaratua izan da: | J Comput Graph Stat |
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| Egile Nagusiak: | , , , , |
| Formatua: | Artigo |
| Hizkuntza: | Inglês |
| Argitaratua: |
2012
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| Gaiak: | |
| Sarrera elektronikoa: | 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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