Πλοήγηση ανά Συγγραφέα "Kreiss, J. -P"
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Article
Autoregressive-aided periodogram bootstrap for time series
Kreiss, J. -P; Paparoditis Efstathios, E. (2003)A bootstrap methodology for the periodogram of a stationary process is proposed which is based on a combination of a time domain parametric and a frequency domain nonparametric bootstrap. The parametric fit is used to ...
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Article
Bootstrap methods for dependent data: A review
Kreiss, J. -P; Paparoditis Efstathios, E. (2011)This paper gives a review on a variety of bootstrap methods for dependent data. The main focus is not on an exhaustive listing and description of bootstrap procedures but on general principles which should be taken into ...
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Article
Bootstrapping locally stationary processes
Kreiss, J. -P; Paparoditis Efstathios, E. (2015)We propose a non-parametric method to bootstrap locally stationary processes which combines a time domain wild bootstrap approach with a non-parametric frequency domain approach. The method generates pseudotime series which ...
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Article
Hybrid bootstrap aided unit root testing
Jentsch, C.; Kreiss, J. -P; Mantalos, Panagiotis; Paparoditis Efstathios, E. (2012)In this paper, we propose a hybrid bootstrap procedure for augmented Dickey-Fuller (ADF) tests for the presence of a unit root. This hybrid proposal combines a time domain parametric autoregressive fit to the data and a ...
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Article
Hybrid wild bootstrap for nonparametric trend estimation in locally stationary time series
Krampe, J.; Kreiss, J. -P; Paparoditis Efstathios, E. (2015)Based on consistency and asymptotic normality of a nonparametric kernel trend estimation in the context of locally stationary processes, validity of a hybrid wild bootstrap approach for estimating the distribution of the ...
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Article
The hybrid wild bootstrap for time series
Kreiss, J. -P; Paparoditis Efstathios, E. (2012)We introduce a new and simple bootstrap procedure for general linear processes, called the hybrid wild bootstrap. The hybrid wild bootstrap generates frequency domain replicates of the periodogram that imitate asymptotically ...
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Article
Rejoinder: Bootstrap methods for dependent data: A review
Kreiss, J. -P; Paparoditis Efstathios, E. (2011)
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Article
Some properties of the autoregressive-aided block bootstrap
Niebuhr, T.; Kreiss, J. -P; Paparoditis Efstathios, E. (2017)We investigate properties of a hybrid bootstrap procedure for general, strictly stationary sequences, called the autoregressive-aided block bootstrap which combines a parametric autoregressive bootstrap with a nonparametric ...