a botanist found a correlation between the length of an aspen leaf and its surface area to be 0.94. why does the correlation value of 0.94 not necessarily indicate that a linear model is the most appropriate model for the relationship between length of an aspen leaf and its surface area??

best answer

The correlation between the length of aspen leaf and its surface area might have a higher correlation Coefficient value when modeled using other regression techniques. The Correlation Coefficient gives the strength of relationship between two variables.