New Tools for Understanding the Local Asymptotic Power of Panel Unit Root Tests
(2015) In Journal of Econometrics 188(1). p.59-93- Abstract
- Motivated by the previously documented discrepancy between actual and predicted power, the present paper provides new tools for analyzing the local asymptotic power of panel unit root tests. These tools are appropriate in general when considering panel data with a dominant autoregressive root of the form ρi = 1 + ciN−κT−τ, where i = 1, ..., N
indexes the cross-sectional units, T is the number of time periods and ci is a random local-to-unity parameter. A limit theory for the sample moments of such panel data is developed and is shown to involve infinite-order series expansions in the moments of ci, in which existing theories can be seen as mere first-order approximations. The
new theory is applied to study the asymptotic... (More) - Motivated by the previously documented discrepancy between actual and predicted power, the present paper provides new tools for analyzing the local asymptotic power of panel unit root tests. These tools are appropriate in general when considering panel data with a dominant autoregressive root of the form ρi = 1 + ciN−κT−τ, where i = 1, ..., N
indexes the cross-sectional units, T is the number of time periods and ci is a random local-to-unity parameter. A limit theory for the sample moments of such panel data is developed and is shown to involve infinite-order series expansions in the moments of ci, in which existing theories can be seen as mere first-order approximations. The
new theory is applied to study the asymptotic local power functions of some known test statistics for a unit root. These functions can be expressed in terms of the expansions in the moments of ci, and include existing local power functions as special cases. Monte Carlo evidence is provided to suggest that the newresults go a long way toward bridging
the gap between actual and predicted power. (Less)
Please use this url to cite or link to this publication:
https://lup.lub.lu.se/record/5257203
- author
- Westerlund, Joakim LU and Larsson, Rolf
- organization
- publishing date
- 2015
- type
- Contribution to journal
- publication status
- published
- subject
- keywords
- Panel unit root test, Local asymptotic power, Infinite-order approximation, Moment expansion.
- in
- Journal of Econometrics
- volume
- 188
- issue
- 1
- pages
- 59 - 93
- publisher
- Elsevier
- external identifiers
-
- wos:000359028200004
- scopus:84937942187
- ISSN
- 0304-4076
- DOI
- 10.1016/j.jeconom.2015.03.043
- language
- English
- LU publication?
- yes
- id
- 064bad92-5e23-4647-a28a-dd8c7a5dea29 (old id 5257203)
- date added to LUP
- 2016-04-01 11:08:58
- date last changed
- 2022-04-20 17:22:43
@article{064bad92-5e23-4647-a28a-dd8c7a5dea29,
abstract = {{Motivated by the previously documented discrepancy between actual and predicted power, the present paper provides new tools for analyzing the local asymptotic power of panel unit root tests. These tools are appropriate in general when considering panel data with a dominant autoregressive root of the form ρi = 1 + ciN−κT−τ, where i = 1, ..., N<br/><br>
indexes the cross-sectional units, T is the number of time periods and ci is a random local-to-unity parameter. A limit theory for the sample moments of such panel data is developed and is shown to involve infinite-order series expansions in the moments of ci, in which existing theories can be seen as mere first-order approximations. The<br/><br>
new theory is applied to study the asymptotic local power functions of some known test statistics for a unit root. These functions can be expressed in terms of the expansions in the moments of ci, and include existing local power functions as special cases. Monte Carlo evidence is provided to suggest that the newresults go a long way toward bridging<br/><br>
the gap between actual and predicted power.}},
author = {{Westerlund, Joakim and Larsson, Rolf}},
issn = {{0304-4076}},
keywords = {{Panel unit root test; Local asymptotic power; Infinite-order approximation; Moment expansion.}},
language = {{eng}},
number = {{1}},
pages = {{59--93}},
publisher = {{Elsevier}},
series = {{Journal of Econometrics}},
title = {{New Tools for Understanding the Local Asymptotic Power of Panel Unit Root Tests}},
url = {{http://dx.doi.org/10.1016/j.jeconom.2015.03.043}},
doi = {{10.1016/j.jeconom.2015.03.043}},
volume = {{188}},
year = {{2015}},
}