Suppose the quarterly model has significant seasonality (seasonal errors have serial correlation), we might include a seasonal lag in the autoregressive model and estimate. But does it cause Time-Series Misspecification (including lagged dependent variables as independent variables in regressions with serially correlated errors)?
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