This pattern is an example of positive autocorrelation. Time series regression usually involves independent variables other than a time-trend. However, the simple time-trend model is convenient for ...

A closely related method is Pearson’s correlation coefficient, which also uses a regression line through the data points on a scatter plot to summarize the strength of an association between two ...