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In multiple regression analysis, before testing the significance of the individual regression coefficients, (a) the intercept must equal 0. (b) the multiple standard error of the estimate must be less than the error mean square. (c) the null hypothesis that all regression coefficients equal zero must NOT be rejected. (d) the null hypothesis that all regression coefficients equal zero must be rejected.
This 24 year 1 quarter period should offer sufficient insight into the short term and long term correlation between the variables. Figure - A graph showing the trend of
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Sims (1980) introduced an exciting and ground-breaking new framework which would prove to be extremely insightful for macroeconomic analysis. This is known as vector autoregression
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