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Journal of Time Series Analysis
Article . 2019 . Peer-reviewed
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Article . 2019
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Fixed Bandwidth Inference for Fractional Cointegration

Fixed bandwidth inference for fractional cointegration
Authors: Hualde, Javier; Iacone, Fabrizio;

Fixed Bandwidth Inference for Fractional Cointegration

Abstract

In a fractional cointegration setting we derive the fixed bandwidth limiting theory of a class of estimators of the cointegrating parameter which are constructed as ratios of weighted periodogram averages. These estimators offer improved limiting properties over those of more standard approaches like ordinary least squares or narrow band least squares estimation. These advantages have been justified by means of traditional asymptotic theory and here we explore whether these improvements still hold when considering the alternative fixed bandwidth theory and, more importantly, whether this latter approach provides a more accurate approximation to the sampling distribution of the corresponding test statistics. This appears to be relevant, especially in view of the typical oversizing displayed by Wald statistics when confronted to the standard limiting theory. A Monte Carlo study of finite‐sample behaviour is included.

Countries
Italy, Spain, United Kingdom
Keywords

narrow band least squares, Fractional cointegration, 2613, fixed bandwidth inference, fractional cointegration, generalized least squares, Time series, auto-correlation, regression, etc. in statistics (GARCH), Fractional derivatives and integrals, 2604, Narrow band least squares, Generalized least squares, Fixed bandwidth inference; fractional cointegration; generalized least squares;, 1804, Fixed bandwidth inference

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selected citations
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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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