@article{Restrictions:760, recid = {760}, author = {DeSerres, Alain and Guay, Alain}, title = {Selection of the Truncation Lag in Structural VARs (or VECMs) with Long-Run Restrictions}, publisher = {Bank of Canada}, address = {1995}, pages = {1 online resource (v, 39 pages)}, abstract = {authors examine the issue of lag-length selection in the context of a structural vector autoregression (VAR) and a vector error-correction model with long-run restrictions. First, they show that imposing long-run restrictions implies, in general, a moving-average (MA) component in the stationary multivariate representation. Then they examine the sensitivity of estimates of the permanent and transitory components to the selection of the lag length required in a VAR system to approximate this MA component. In summary, they find that using a lag structure that is too short can lead to a significant estimation bias of the permanent and transitory components. In addition, in comparing four different lag-selection criteria, they find that the Schwarz information criterion systematically underperforms relative to the other tests. More generally, as the order of the VAR that best approximates the data-generating process increases, the sequence-based tests (Wald, likelihood ratio) tend to provide more reliable results than the information-based tests (Akaike, Schwarz).}, url = {http://www.oar-rao.bank-banque-canada.ca/record/760}, doi = {https://doi.org/10.34989/swp-1995-9}, }