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Spurious Regression, Cointegration, and Near Cointegration: A Unifying Approach
Haldrup, Niels; Jansson, Michael - 1999
cointegration are provided. As a first application, we give analyticalcorroboration of the conjecture that the finite sample … coefficient. Hence, the notionof near cointegration helps to bridge the gap between the polar cases ofspurious regression and … cointegration. Secondly, we characterize theproperties of conventional cointegration methods under near cointegration …
Persistent link: https://www.econbiz.de/10010324535
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Spurious Regression, Cointegration, and Near Cointegration: A Unifying Approach
Haldrup, Niels; Jansson, Michael - Tinbergen Institute - 1999
on this representation, a notion of near cointegration is proposed and three separate applications of the model of near … cointegration are provided. As a first application, we give analytical corroboration of the conjecture that the finite sample … coefficient. Hence, the notion of near cointegration helps to bridge the gap between the polar cases of spurious regression and …
Persistent link: https://www.econbiz.de/10005137044
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Spurious Regression, Cointegration, and Near Cointegration: A Unifying Approach
Haldrup, Niels; Jansson, Michael - Tinbergen Instituut - 1999
cointegration are provided. As a first application, we give analyticalcorroboration of the conjecture that the finite sample … coefficient. Hence, the notionof near cointegration helps to bridge the gap between the polar cases ofspurious regression and … cointegration. Secondly, we characterize theproperties of conventional cointegration methods under near cointegration …
Persistent link: https://www.econbiz.de/10011257374
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Spot variance path estimation and its application to high frequency jump testing
Bos, Charles S.; Janus, Paweł; Koopman, Siem Jan - 2009
This paper considers spot variance path estimation from datasets of intraday high frequency asset prices in the presence of diurnal variance patterns, jumps, leverage effects and microstructure noise. We rely on parametric and nonparametric methods. The estimated spot variance path can be used...
Persistent link: https://www.econbiz.de/10011379469
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Maximum likelihood estimation for correctly specified generalized autoregressive score models : feedback effects, contraction conditions and asymptotic properties
Blasques, Francisco; Koopman, Siem Jan; Lucas, André - 2014
The strong consistency and asymptotic normality of the maximum likelihood estimator in observation-driven models usually requires the study of the model both as a filter for the time-varying parameter and as a data generating process (DGP) for observed data. The probabilistic properties of the...
Persistent link: https://www.econbiz.de/10010364739
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Bootstrap LR Tests of Stationarity, Common Trends and Cointegration
Busetti, Fabio - 2011
The paper considers likelihood ratio (LR) tests of stationarity, common trends and cointegration for multivariate time … power gains of the bootstrap LR test are significantly larger for testing the hypothesis of common trends and cointegration …
Persistent link: https://www.econbiz.de/10013125622
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Jackknife bias reduction in the presence of a unit root
Chambers, Marcus J.; Kyriacou, Maria - 2010
This paper analyses the properties of jackknife estimators of the first-order autoregressive coefficient when the time series of interest contains a unit root. It is shown that, when the sub-samples do not overlap, the sub-sample estimators have different limiting distributions from the...
Persistent link: https://www.econbiz.de/10003927895
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Maximum likelihood estimation for generalized autoregressive score models
Blasques, Francisco; Koopman, Siem Jan; Lucas, André - 2014
We study the strong consistency and asymptotic normality of the maximum likelihood estimator for a class of time series models driven by the score function of the predictive likelihood. This class of nonlinear dynamic models includes both new and existing observation driven time series models....
Persistent link: https://www.econbiz.de/10010250505
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Spot Variance Path Estimation and Its Application to High Frequency Jump Testing
Bos, Charles S. - 2009
This paper considers spot variance path estimation from datasets of intraday high frequency asset prices in the presence of diurnal variance patterns, jumps, leverage effects and microstructure noise. We rely on parametric and nonparametric methods. The estimated spot variance path can be used...
Persistent link: https://www.econbiz.de/10013153285
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Long Run Canonical Correlations : Estimation and Inference
Dovonon, Prosper - 2009
independence of two standardized sums. The tests are illustrated via an application to a cointegration model in which it is shown …
Persistent link: https://www.econbiz.de/10013155084