Functional-coefficient cointegration models in the presence of deterministic trends

Citation
Hirukawa, Masayuki et Sakudo, Mari, Functional-coefficient cointegration models in the presence of deterministic trends, Econometric reviews , 37(5), 2018, pp. 507-533
Journal title
ISSN journal
07474938
Volume
37
Issue
5
Year of publication
2018
Pages
507 - 533
Database
ACNP
SICI code
Abstract
In this article, we extend the functional-coefficient cointegration model (FCCM) to the cases in which nonstationary regressors contain both stochastic and deterministic trends. A nondegenerate distributional theory on the local linear (LL) regression smoother of the FCCM is explored. It is demonstrated that even when integrated regressors are endogenous, the limiting distribution is the same as if they were exogenous. Finite-sample performance of the LL estimator is investigated via Monte Carlo simulations in comparison with an alternative estimation method. As an application of the FCCM, electricity demand analysis in Illinois is considered.