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Euclidean Distance

September, 2005 Euclidean Distanceraw, normalized, and double scaled coefficientsf 2of 26 Technical Whitepaper #6: Euclidean distanceSeptember, 2005 Euclidean Distance Raw, Normalised, and Double Scaled Coefficients Having been fiddling around with Distance measures for some time especially with regard to profile comparison methodologies, I thought it was time I provided a brief and simple overview of Euclidean Distance and why so many programs give so many completely different estimates of it. This is not because the concept itself changes (that of linear Distance ), but is due to the way programs/ investigators either transform the data prior to computing the difference, normalise constituent distances via a constant, or re scale the coefficient into a unit metric.

Systat 10.2’s normalised Euclidean distance produces its “normalisation” by dividing each squared discrepancy between attributes or persons by …

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