Heteroscedasticity may arise due to various reasons. Which one of the following is not a reason ?
1
Extremely low or high values of X and Y co-ordinates in the data set
2
Correlation of variables over time
3
Incorrect specification of the functional form of the model
4
Incorrect transformation of variables