Time series regression usually involves independent variables other than a time-trend. However, the simple time-trend model is convenient for illustrating regression with autocorrelated errors, and ...

One of the key assumptions of the ordinary regression model is that the errors have the same variance throughout the sample. ... To illustrate heteroscedastic time series ... Ordinary Least Squares ...