Structural Changes in the Cointegrated Vector Autoregressive
نویسنده
چکیده
This paper generalizes the cointegrated vector autoregressive model of Johansen (1988) to allow for structural changes. Estimation under various hypotheses is made possible by a new estimation technique, that makes it simple to derive a number of interesting likelihood ratio tests. E.g., the test for m structural changes against m+ k structural changes (occurring at fixed points in time), m ∈ N0, k ∈ N, and test of linear parameter restrictions when the null hypothesis allows for structural changes. The asymptotic distribution is χ in both cases. The model is applied to US term structure data, and structural changes in September 1979 and October 1982 — points in time with large changes in the Fed’s policy — are found to be significant. After accounting for these structural changes, I cannot, contrary to previous studies, reject the long-run implications of the expectations hypothesis.
منابع مشابه
The Effects of Oil Price Shocks on Discretionary Fiscal Policy in Selected OPEC Countries: Panel Structural Vector Autoregressive
The present study was aimed to investigate the effects of oil price shocks on discretionary fiscal policies in selected OPEC countries during 1980-2015. In this regard, the heterogeneous dynamic reaction to structural shock was examined using Panel Structural Vector Autoregressive (PSVAR) technique. Based on the findings, the effect of oil price shocks on discretionary fiscal policy was positiv...
متن کاملCointegrated VARIMA Models: Specification and Simulation
In this note we show how specify cointegrated vector autoregressive-moving average models and how they can be used to generate cointegrated time series.
متن کاملStructural Vector Autoregressions with Nonnormal Residuals
In structural vector autoregressive (SVAR) models identifying restrictions for shocks and impulse responses are usually derived from economic theory or institutional constraints. Sometimes the restrictions are insufficient for identifying all shocks and impulse responses. In this paper it is pointed out that specific distributional assumptions can also help in identifying the structural shocks....
متن کاملEconometric Modeling of the Interactions between Japan’s Housing Investment and GDP
This paper pursues an econometric investigation of the interactions between Japan’s housing investment and gross domestic product (GDP). A cointegrated vector autoregressive (VAR) analysis of Japan’s recent time series data reveals two cointegrating relationships, which characterize the underlying long-run interactions of the variables in question. The cointegrated VAR model is then reduced to ...
متن کاملInnnite Order Cointegrated Vector Autoregressive Processes: Estimation and Inference
Estimation of cointegrated systems via autoregressive approximation is considered in the framework developed by Saikkonen (1992). The asymptotic properties of the estimated coeecients of the autoregressive ECM (error correction model) and the pure VAR (vector autoregressive) representations are derived under the assumption that the autoregressive order goes to innnity with the sample size. Thes...
متن کامل