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    Comparison of linear and power law regression models

    I'm quite a newb at statistics, with only one college-level statistics course behind me. I apologize in advance if my terminology and/or understanding are in error. My fundamental question is how do I determine whether a given dataset is better fit by a linear model or a power law model? This...