Search for dissertations about: "Toni Duras"
Found 2 swedish dissertations containing the words Toni Duras.
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1. Applications of common principal components in multivariate and high-dimensional analysis
Abstract : This thesis consists of four papers, all exploring some aspect of common principal component analysis (CPCA), the generalization of PCA to multiple groups. The basic assumption of the CPC model is that the space spanned by the eigenvectors is identical across several groups, whereas eigenvalues associated with the eigenvectors can vary. READ MORE
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2. Aspects of common principal components
Abstract : The focus of this thesis is the common principal component (CPC) model, the generalization of principal components to several populations. Common principal components refer to a group of multidimensional datasets such that their inner products share the same eigenvectors and are therefore simultaneously diagonalized by a common decorrelator matrix. READ MORE
