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Example 3: The Weight-Height Doto. The two bivariate outliers which appear in the scatter plot of weight versus height in Figure 5 cannot be detected examining only univariate graphs (e.g., box plots) of weight and height separately. Note, however, that methods that work for higher-dimensional data will continue to work for lower-dimensional data, but the converse is not generally true.