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Distance-preserving Dimensionality Reduction technique usually used for Proximity Visualization in [create Positioning Analysis] &c. Given (potentially ordinal) pair-wise proximities represented as distance matrix D, to be found is a configuration of points in p-dimensional space ([create Coordinate Recovery]) such that the coordinates of those points yield an Euclidean distance matrix approximating the elements of the given matrix D. |
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