A core assumption of linear regression is that the dependent variable and independent variables relate linearly. Fortunately, if the relationship is not linear, linear regression techniques may still work, but require transformations of the data. One such transformation is a log-log transformation. What is a limitation of a log-log transformation?

Glencoe Algebra 1, Student Edition, 9780079039897, 0079039898, 2018
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ISBN:9780079039897
Author:Carter
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Chapter4: Equations Of Linear Functions
Section4.6: Regression And Median-fit Lines
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  • A core assumption of linear regression is that the dependent variable and independent variables relate linearly. Fortunately, if the relationship is not linear, linear regression techniques may still work, but require transformations of the data. One such transformation is a log-log transformation.
  • What is a limitation of a log-log transformation?
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