These problems lead to alternative, non-structural approaches to modeling the relationship among several variables. This chapter describes the estimation and analysis of vector autore-gression (VAR) and the vector error correction (VEC) models. We also describe tools for test-ing the presence of cointegrating relationships among several non-stationary variables.
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