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Functional-coefficient cointegration models in the presence of deterministic trends
Authors:Masayuki Hirukawa  Mari Sakudo
Institution:1. Faculty of Economics, Setsunan University, Neyagawa, Osaka, Japan;2. Development Bank of Japan, Tokyo, Japan;3. Waseda University, Tokyo, Japan;4. Japan Economic Research Institute, Tokyo, Japan
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.
Keywords:Cointegration  deterministic trend  endogenous regressor  kernel smoothing  local linear regression smoothing  piecewise local linear regression principle
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