In the next sections we briefly outline the main complication factors that arise when dealing with multidimensional data. Some of them are to be expected, but some are a bit surprising. Getting aware of these difficulties provides the motivation for studying the wide array of sometimes quite complex methods that have been developed.
Fig. 15.1 A matrix of scatterplots.
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