A simple estimator of cointegrating vectors in higher order integrated systems

JH Stock, MW Watson - Econometrica: journal of the Econometric Society, 1993 - JSTOR
JH Stock, MW Watson
Econometrica: journal of the Econometric Society, 1993JSTOR
Efficient estimators of cointegrating vectors are presented for systems involving deterministic
components and variables of differing, higher orders of integration. The estimators are
computed using GLS or OLS, and Wald Statistics constructed from these estimators have
asymptotic χ 2 distributions. These and previously proposed estimators of cointegrating
vectors are used to study long-run US money (M1) demand. M1 demand is found to be
stable over 1900-1989; the 95% confidence intervals for the income elasticity and interest …
Efficient estimators of cointegrating vectors are presented for systems involving deterministic components and variables of differing, higher orders of integration. The estimators are computed using GLS or OLS, and Wald Statistics constructed from these estimators have asymptotic χ 2 distributions. These and previously proposed estimators of cointegrating vectors are used to study long-run U.S. money (M1) demand. M1 demand is found to be stable over 1900-1989; the 95% confidence intervals for the income elasticity and interest rate semielasticity are (.88, 1.06) and (-.13, -.08), respectively. Estimates based on the postwar data alone, however, are unstable, with variances which indicate substantial sampling uncertainty.
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