Standardized Euclidean distance
Let us consider measuring the distances between our 30 samples in Exhibit 1.1, using just
the three continuous variables pollution, depth and temperature. What would happen if we
applied formula (4.4) to measure distance between the last two samples, s29 and s30, for
example? Here is the calculation: