A residual-based nonparametric variance ratio no-cointegration test
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作者:
Reichold, Karsten
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机构:
TU Wien, Inst Stat & Math Methods Econ, Vienna, Austria
TU Wien, Inst Stat & Math Methods Econ, Wiedner Hauptstr 8-10, A-1040 Vienna, AustriaTU Wien, Inst Stat & Math Methods Econ, Vienna, Austria
Reichold, Karsten
[1
,2
]
机构:
[1] TU Wien, Inst Stat & Math Methods Econ, Vienna, Austria
[2] TU Wien, Inst Stat & Math Methods Econ, Wiedner Hauptstr 8-10, A-1040 Vienna, Austria
Unit root;
cointegration;
variance ratio test;
local asymptotic power;
UNIT-ROOT TESTS;
POWER;
D O I:
10.1111/jtsa.12734
中图分类号:
O1 [数学];
学科分类号:
0701 ;
070101 ;
摘要:
It is prominently stated in the literature that local asymptotic power properties serve as a useful indicator for the performance of residual-based no-cointegration tests in finite samples. However, this article comes to an opposing conclusion. In particular, we show that Breitung's (2002, Journal of Econometrics 108, 343-363) nonparameteric variance ratio unit root test applied to regression residuals serves as a no-cointegration test but is inferior to its competitors from a local asymptotic power perspective. Nevertheless, in finite samples, the variance ratio test has good size properties, competitive power, and the convenience of being tuning parameter free. In general, we find that short-run dynamics in the error process can have considerably larger detrimental effects on the performance of residual-based no-cointegration tests in finite samples than changes in the only nuisance parameter affecting local asymptotic power of the tests. The results serve as a warning for practitioners and lead to interesting directions for future research.
机构:
Kwara State Univ, Fac Pure & Appl Sci, Dept Stat & Math Sci, Malete 1530, NigeriaKwara State Univ, Fac Pure & Appl Sci, Dept Stat & Math Sci, Malete 1530, Nigeria
Olaniran, Saidat Fehintola
Olaniran, Oyebayo Ridwan
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机构:
Univ Ilorin, Fac Phys Sci, Dept Stat, Ilorin 1515, NigeriaKwara State Univ, Fac Pure & Appl Sci, Dept Stat & Math Sci, Malete 1530, Nigeria
Olaniran, Oyebayo Ridwan
Allohibi, Jeza
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机构:
Taibah Univ, Dept Math, Fac Sci, Al Medinah Al Munawara 42353, Saudi ArabiaKwara State Univ, Fac Pure & Appl Sci, Dept Stat & Math Sci, Malete 1530, Nigeria
Allohibi, Jeza
Alharbi, Abdulmajeed Atiah
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机构:
Taibah Univ, Dept Math, Fac Sci, Al Medinah Al Munawara 42353, Saudi ArabiaKwara State Univ, Fac Pure & Appl Sci, Dept Stat & Math Sci, Malete 1530, Nigeria
Alharbi, Abdulmajeed Atiah
Ismail, Mohd Tahir
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机构:
Univ Sains Malaysia, Sch Math Sci, Gelugor 11800, Pulau Pinang, MalaysiaKwara State Univ, Fac Pure & Appl Sci, Dept Stat & Math Sci, Malete 1530, Nigeria