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Quasi-linear PCA: low order spline's approach to non-linear principal components

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Academic year: 2021

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Figure 1 displays the family of I-splines of order two defined on [0, 1] and associated with one interior knot at the median
Fig. 2. Optimal transformation plots obtain with qlPCA for each variable.
Fig. 3. European countries projections on a 2-dimensional plot defined by the first 2 nonlinear principal components (qlPCA).

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