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A unit root test is usually carried out by using the regression test introduced by Dickey and Fuller (1979). Under the null hypothesis the series should be a random walk. But a non-stationary series can usually be decomposed into a random walk and a stationary component. This is what is done in...
Persistent link: https://www.econbiz.de/10005669448
In this article, a unified approach to automatic modeling for univariate series is presented. First, ARIMA models and … the classical methods for fitting these models to a given time series are reviewed. Second, some objective methods for …
Persistent link: https://www.econbiz.de/10005590727
Persistent link: https://www.econbiz.de/10005775748
In some cases the unit root or near unit root behavior of linear autoregressive models fitted to economic time series … and inference of these TAR models are discussed, and a specification test for testing their stability is derived. Testing …
Persistent link: https://www.econbiz.de/10005775855
Persistent link: https://www.econbiz.de/10005776187
This paper explains how the Gibbs sampler can be used to perform Bayesian inference on GARCH models. Although the Gibbs … available in regression models with GARCH errors. We show that the Gibbs sampler can be combined with a unidimensional …
Persistent link: https://www.econbiz.de/10005779650
This paper considers the Bayesian analysis of threshold regression models. It shows that this analysis can be conducted …
Persistent link: https://www.econbiz.de/10005779672
We show that semiparametric adaptive maximum likelihood estimators have desirable robustness properties when the innivations in a location parameter model are uncorrelated but not necessarily independent. We show that such estimators have asymptotic covariance matrices equal to the inverse of...
Persistent link: https://www.econbiz.de/10005698167
We consider truncated processes, both in discrete and continuous time, and study their dynamic properties. When the underlying process is a diffusion process, we derive the infinitesimal generator of its truncated counterpart. This result is the basis for the estimation of the drift and...
Persistent link: https://www.econbiz.de/10005671518
This working paper documents an econometric model for detecting turning points in the Danish economy in real time. The model is a mixedfrequency model using both monthly and quarterly data, which can be estimated on an unbalanced panel of data and be updated immediately as data comes through....
Persistent link: https://www.econbiz.de/10012659981