Question: what are the biggest differences between time series and non-time series regression?
Answer: A2a - The biggest difference is that time series regression accounts for the autocorrelation between time events, which always exists, while in normal regression, independence of serial errors are presumed, or at least minimized. ... How do you look at the correlation between non-stationary time series data?