Coefficients of the ARMA models are also checked for both stationarity and invertibility. |
The ADF, DF-GLS and NP test the null of unit root whereas the KPSS tests the null of stationarity. |
The logic for requiring stationarity is that models inferred from stationary series are also stationary or stable. |
After having established the stationarity of the variables the production function was fitted. |
Testing for cointegration involves testing the residuals from an OLS regression for stationarity. |
A stationarity requirement, defined as a constant mean, variance and autocorrelation through time, constrains parameters to a certain range. |