Estimation of Nonlinear Error Correction Models

24 Pages Posted: 21 Jul 2008

See all articles by Myung Hwan Seo

Myung Hwan Seo

Seoul National University - School of Economics

Date Written: March 2007

Abstract

Asymptotic inference in nonlinear vector error correction models (VECM) that exhibit regime-specific short-run dynamics is nonstandard and complicated. This paper contributes the literature in several important ways. First, we establish the consistency of the least squares estimator of the cointegrating vector allowing for both smooth and discontinuous transition between regimes. This is a nonregular problem due to the presence of cointegration and nonlinearity. Second, we obtain the convergence rates of the cointegrating vector estimates. They differ depending on whether the transition is smooth or discontinuous. In particular, we find that the rate in the discontinuous threshold VECM is extremely fast, which is n^{3/2}, compared to the standard rate of n: This finding is very useful for inference on short-run parameters. Third, we provide an alternative inference method for the threshold VECM based on the smoothed least squares (SLS). The SLS estimator of the cointegrating vector and threshold parameter converges to a functional of a vector Brownian motion and it is asymptotically independent of that of the slope parameters, which is asymptotically normal.

JEL Classification: C32

Suggested Citation

Seo, Myung Hwan, Estimation of Nonlinear Error Correction Models (March 2007). LSE STICERD Research Paper No. EM517, Available at SSRN: https://ssrn.com/abstract=1163563

Myung Hwan Seo (Contact Author)

Seoul National University - School of Economics ( email )

San 56-1, Silim-dong, Kwanak-ku
Seoul 151-742

Do you have a job opening that you would like to promote on SSRN?

Paper statistics

Downloads
80
Abstract Views
1,120
rank
425,160
PlumX Metrics