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I downloaded a ppt file from Spurious Regression and Co-integration

On page 3 it says: "In general, regression models for non-stationary variables give spurious results. Only exception is if the model eliminates the stochastic trends to produce stationary residuals: Cointegration"

I am wondering, can anyone provide a textbook (or paper) reference for this statement?

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