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AR Model (Quantitative Methods)

I am confused as to the contradicting theories put across in the notes. At one place it says 'Using a Lagged Dependent Variable as an Independent Variable' leads to model misspecification.

On the other hand AR models use a lagged dependent variable as an independent variable.

What's the logic behind using either?


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