A simple linear regression, y = β0 + β1 x + ε, is estimated with time series data. The resulting residuals e and the time variable fare shown below.
a. Graph the residualse against the values of the explanatory variable x and look for any discernible pattern.
b. Which assumption is being violated? Discuss its consequences and suggest a possible remedy.