Question: Assume that you have concluded to use a log transformation on your data to model a relationship. However, on investigating the dataset, you found negative
Assume that you have concluded to use a log transformation on your data to model a relationship. However, on investigating the dataset, you found negative or zero values. How will you proceed?
A) Throw out the data points which are negative or zero
B) Use Log(x+1), where x is the variable you want to transform
C) Use log(x + c +1), where c is the absolute value of the most negative number
D) Use log(10 *x)
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