Robust simultaneous confidence interval estimation of principal component loadings.
Abstract (In principal components analysis, outlying observation cause perturbations in the eigenvectors that consequently influence the principal components (PCs). Estimation of PC loadings are sensitive to outliers and hence, subsequent inference are not optimal. We propose a method that integrate...
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| Format: | Thesis |
| Language: | English |
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Quezon City
University of the Philippines
2015.
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