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variables may be fractionally integrated and the predictive relation may feature cointegration, we provide sup-Wald break tests … theory for the tests, showing that it coincides with standard testing procedures. As a consequence, existing critical values …
Persistent link: https://www.econbiz.de/10012496124
We model the conditional mean and volatility of stock returns as a latent vector autoregressive (VAR) process to study the contemporaneous and intertemporal relationship between expected returns and risk in a flexible statistical framework and without relying on exogenous predictors. We find a...
Persistent link: https://www.econbiz.de/10012469657
in closed-form solutions for the best forecast. When applied to data on 132 U.S. monthly macroeconomic time series, the …
Persistent link: https://www.econbiz.de/10012461943
When the VAR representation of a times series has a non-fundamental representation, standard SVAR techniques cannot be used to exactly identify the effects of structural shocks. This problem is know to potentially arise when one of the structural shocks represents news about the future. However,...
Persistent link: https://www.econbiz.de/10012457202
This paper develops a vector autoregression (VAR) for time series which are observed at mixed frequencies - quarterly and monthly. The model is cast in state-space form and estimated with Bayesian methods under a Minnesota-style prior. We show how to evaluate the marginal data density to...
Persistent link: https://www.econbiz.de/10012458951
We study the relation between inflation and real activity over the business cycle. We employ a Trend-Cycle VAR model to control for low-frequency movements in inflation, unemployment, and growth that are pervasive in the post-WWII period. We show that cyclical fluctuations of inflation are...
Persistent link: https://www.econbiz.de/10014247995
estimation techniques. We propose an alternative set of criteria for evaluating forecast rationality which entails the following … requirements: the forecast and the actual series i) have the same order of integration, ii) are cointegrated, and iii) have a …, according to the Johansen procedure, cointegration fails to hold the farther out the forecasts extend. At the one year ahead …
Persistent link: https://www.econbiz.de/10012472881
equilibrium economic theory is presented to argue for the plausibility of cointegration, however, regional economic forecasting …This paper tests for cointegration between regional output of an industry and national output of the same industry. An … using the shift and share framework often acts as if cointegration does not exist. Data analysis on broad industrial sectors …
Persistent link: https://www.econbiz.de/10012475744
models, the relation between levels and differences, integration and cointegration, and the Hansen-Sargent prediction …
Persistent link: https://www.econbiz.de/10012460479
This paper illustrates how to handle a sequence of extreme observations--such as those recorded during the COVID-19 pandemic--when estimating a Vector Autoregression, which is the most popular time-series model in macroeconomics. Our results show that the ad-hoc strategy of dropping these...
Persistent link: https://www.econbiz.de/10012481074