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STRUCTURAL ASSUMPTIONS OF OTHER METHODS In TheGmax the model structure itself is an unknown. With all other modeling methods the structure of the solution model is fixed (see below). When you choose a particular method you automatically assume that a particular predetermined structure contains the answer to your problem; thus ignoring an infinity of alternatives. Most real world data sets describe highly non-linear and convoluted spaces. The assumption that 'one size fits all' is at best speculative and at worst just plain arrogance on the part of the statistical community. |
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