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Rank based cointegration testing for dynamic panels with fixed T
In this paper, we show that the cointegration testing procedure of Binder et al. (Econom Theory 21:795–837, 2005) for Panel Vector Autoregressive model of order 1, PVAR(1) is not valid due to the singularity of the hessian matrix. As an alternative we propose a method of moments based procedure usin...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer Berlin Heidelberg
2017
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6428355/ https://www.ncbi.nlm.nih.gov/pubmed/30956388 http://dx.doi.org/10.1007/s00181-017-1304-8 |
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author | Juodis, Artūras |
author_facet | Juodis, Artūras |
author_sort | Juodis, Artūras |
collection | PubMed |
description | In this paper, we show that the cointegration testing procedure of Binder et al. (Econom Theory 21:795–837, 2005) for Panel Vector Autoregressive model of order 1, PVAR(1) is not valid due to the singularity of the hessian matrix. As an alternative we propose a method of moments based procedure using the rank test of Kleibergen and Paap (J Econom 133:97–126, 2006) for a fixed number of time series observations. The test is shown to be applicable in situations with time-series heteroscedasticity and unbalanced data. The novelty of our approach is that in the construction of the test we exploit the “weakness” of the Anderson and Hsiao (J Econom 18:47–82, 1982) moment conditions. The finite-sample performance of the proposed test statistic is investigated using simulated data. The results indicate that for most scenarios the method has good statistical properties. The proposed test provides little statistical evidence of cointegration in the employment data of Alonso-Borrego and Arellano (J Bus Econ Stat 17:36–49, 1999). |
format | Online Article Text |
id | pubmed-6428355 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-64283552019-04-05 Rank based cointegration testing for dynamic panels with fixed T Juodis, Artūras Empir Econ Article In this paper, we show that the cointegration testing procedure of Binder et al. (Econom Theory 21:795–837, 2005) for Panel Vector Autoregressive model of order 1, PVAR(1) is not valid due to the singularity of the hessian matrix. As an alternative we propose a method of moments based procedure using the rank test of Kleibergen and Paap (J Econom 133:97–126, 2006) for a fixed number of time series observations. The test is shown to be applicable in situations with time-series heteroscedasticity and unbalanced data. The novelty of our approach is that in the construction of the test we exploit the “weakness” of the Anderson and Hsiao (J Econom 18:47–82, 1982) moment conditions. The finite-sample performance of the proposed test statistic is investigated using simulated data. The results indicate that for most scenarios the method has good statistical properties. The proposed test provides little statistical evidence of cointegration in the employment data of Alonso-Borrego and Arellano (J Bus Econ Stat 17:36–49, 1999). Springer Berlin Heidelberg 2017-07-07 2018 /pmc/articles/PMC6428355/ /pubmed/30956388 http://dx.doi.org/10.1007/s00181-017-1304-8 Text en © The Author(s) 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. |
spellingShingle | Article Juodis, Artūras Rank based cointegration testing for dynamic panels with fixed T |
title | Rank based cointegration testing for dynamic panels with fixed T |
title_full | Rank based cointegration testing for dynamic panels with fixed T |
title_fullStr | Rank based cointegration testing for dynamic panels with fixed T |
title_full_unstemmed | Rank based cointegration testing for dynamic panels with fixed T |
title_short | Rank based cointegration testing for dynamic panels with fixed T |
title_sort | rank based cointegration testing for dynamic panels with fixed t |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6428355/ https://www.ncbi.nlm.nih.gov/pubmed/30956388 http://dx.doi.org/10.1007/s00181-017-1304-8 |
work_keys_str_mv | AT juodisarturas rankbasedcointegrationtestingfordynamicpanelswithfixedt |