By autocorrelation we mean that
1
The residuals of a regression model are not independent.
2
The residuals of a regression model are related with one or more of the regressors.
3
The square of the residuals of a regression model are not equally spread.
4
The variance of the residuals of a regression model is not constant for all observations.