Suppose you need to take a log transformation on set of data that is non-linear in nature. You can tell this from a scatterplot. Take ln (natural logarithm) of each x
value and y value to complete the transformation. In doing so, you will get some
errors in x for ln(0) and negative values for ln of values between 0
and 1. So to compensate for that add 1 to each x value before taking
natural log. Then you will eliminate such problems and can get the regression equation and scatterplot accordingly
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