Artikel

On the performance of wavelet based unit root tests

In this paper, we apply the wavelet methods in the popular Augmented Dickey-Fuller and M types of unit root tests. Moreover, we provide an extensive comparison of the wavelet based unit root tests which also includes the recent contributions in the literature. Moreover, we derive the asymptotic properties of the wavelet based unit root tests under generalized least squares detrending mechanism. We demonstrate that the wavelet based M tests exhibit better size performance even in problematic cases such as the presence of negative moving average innovations. However, the power performances of the wavelet based unit root tests are quite similar to each other.

Language
Englisch

Bibliographic citation
Journal: Journal of Risk and Financial Management ; ISSN: 1911-8074 ; Volume: 11 ; Year: 2018 ; Issue: 3 ; Pages: 1-22 ; Basel: MDPI

Classification
Wirtschaft
Subject
unit root testing
wavelet
GLS detrending

Event
Geistige Schöpfung
(who)
Eroğlu, Burak Alparslan
Soybilgen, Barış
Event
Veröffentlichung
(who)
MDPI
(where)
Basel
(when)
2018

DOI
doi:10.3390/jrfm11030047
Handle
Last update
10.03.2025, 11:41 AM CET

Data provider

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Object type

  • Artikel

Associated

  • Eroğlu, Burak Alparslan
  • Soybilgen, Barış
  • MDPI

Time of origin

  • 2018

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