You run a linear regression on the data in the scatterplot. The residual plot shows a pattern, and is low.

Which of these methods would likely result in a better model of the data?

A. Linearize the data by taking the log of the response variable, and
then run an exponential regression
B. Linearize the data by taking the logs of both variables, and then
run a linear regression
C. Linearize the data by taking the log of the response variable, and
then run a linear regression
D. Run a quadratic regression on the data and then linearize the data.