Estimating VARs with long stationary heterogeneous panels: A comparison of the fixed effect and the mean group estimators
AbstractThe most promising candidates for estimating vector autoregressive models with long, stationary, possibly heterogeneous panel data sets (panel-VARs) are the fixed effect (FE) and the mean group (MG) estimators. With a view to providing guidance to applied researchers on how to pool in a panel-VAR, this paper compares the performance of the FE and the MG estimators both asymptotically and in Monte Carlo simulations. The main results of the analysis suggest the use of both estimators in applied work. If FE and MG estimates give similar estimates, the FE estimator should be used because it is more efficient. If they differ, the MG estimator should be used only if the panel is sufficiently long -- say, twice as long as usually recommended in the dynamic panel data literature. If FE and MG estimates differ and the panel is not long enough, neither is generally a desirable alternative and other estimation techniques are needed.
Download InfoIf you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
As the access to this document is restricted, you may want to look for a different version under "Related research" (further below) or search for a different version of it.
Bibliographic InfoArticle provided by Elsevier in its journal Economic Modelling.
Volume (Year): 27 (2010)
Issue (Month): 5 (September)
Contact details of provider:
Web page: http://www.elsevier.com/locate/inca/30411
Dynamic panel data models Monte Carlo simulation Heterogeneity bias Panel-VARs;
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Chamberlain, Gary, 1982. "Multivariate regression models for panel data," Journal of Econometrics, Elsevier, vol. 18(1), pages 5-46, January.
- Cornwell, Christopher & Schmidt, Peter & Wyhowski, Donald, 1992. "Simultaneous equations and panel data," Journal of Econometrics, Elsevier, vol. 51(1-2), pages 151-181.
- Carroll, Christopher D. & Weil, David N., 1994.
"Saving and growth: a reinterpretation,"
Carnegie-Rochester Conference Series on Public Policy,
Elsevier, vol. 40(1), pages 133-192, June.
- Christopher D. Carroll & David N. Weil, 1993. "Saving and growth: a reinterpretation," Working Paper Series / Economic Activity Section 140, Board of Governors of the Federal Reserve System (U.S.).
- Christopher D. Carroll & David N. Weil, 1993. "Saving and Growth: A Reinterpretation," NBER Working Papers 4470, National Bureau of Economic Research, Inc.
- Karim Abadir & Kaddour Hadri & Elias Tzavalis, .
"The Influence of VAR Dimensions on Estimator Biases,"
96/14, Department of Economics, University of York.
- Karim M. Abadir & Kaddour Hadri & Elias Tzavalis, 1999. "The Influence of VAR Dimensions on Estimator Biases," Econometrica, Econometric Society, vol. 67(1), pages 163-182, January.
- Canova, Fabio & Ciccarelli, Matteo, 2004.
"Forecasting and turning point predictions in a Bayesian panel VAR model,"
Journal of Econometrics,
Elsevier, vol. 120(2), pages 327-359, June.
- Canova, Fabio & Ciccarelli, Matteo, 2001. "Forecasting and Turning Point Predictions in a Bayesian Panel VAR Model," CEPR Discussion Papers 2961, C.E.P.R. Discussion Papers.
- Fabio Canova & Matteo Ciccarelli, 2000. "Forecasting And Turning Point Predictions In A Bayesian Panel Var Model," Working Papers. Serie AD 2000-05, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
- Fabio Canova & Matteo Ciccarelli, 1999. "Forecasting and turning point predictions in a Bayesian panel VAR model," Economics Working Papers 443, Department of Economics and Business, Universitat Pompeu Fabra.
- Hendry, David F., 1984. "Monte carlo experimentation in econometrics," Handbook of Econometrics, in: Z. Griliches† & M. D. Intriligator (ed.), Handbook of Econometrics, edition 1, volume 2, chapter 16, pages 937-976 Elsevier.
- Alessandro Rebucci, 2010. "Is growth exogenous? Evidence from the 1970s and 1980s," Applied Economics, Taylor & Francis Journals, vol. 42(5), pages 535-543.
- Peter Phillips & Hyungsik Moon, 2000.
"Nonstationary panel data analysis: an overview of some recent developments,"
Taylor & Francis Journals, vol. 19(3), pages 263-286.
- Peter C.B. Phillips & Hyungsik R. Moon, 1999. "Nonstationary Panel Data Analysis: An Overview of Some Recent Developments," Cowles Foundation Discussion Papers 1221, Cowles Foundation for Research in Economics, Yale University.
- Banerjee, Anindya, 1999. " Panel Data Unit Roots and Cointegration: An Overview," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 607-29, Special I.
- Pesaran, M. Hashem & Smith, Ron, 1995.
"Estimating long-run relationships from dynamic heterogeneous panels,"
Journal of Econometrics,
Elsevier, vol. 68(1), pages 79-113, July.
- Pesaran, M.H. & Smith, R., 1992. "Estimating Long-Run Relationships From Dynamic Heterogeneous Panels," Cambridge Working Papers in Economics 9215, Faculty of Economics, University of Cambridge.
- Javier Alvarez & Manuel Arellano, 2003.
"The Time Series and Cross-Section Asymptotics of Dynamic Panel Data Estimators,"
Econometric Society, vol. 71(4), pages 1121-1159, 07.
- Alvarez, J. & Arellano, M., 1998. "The Time Series and Cross-Section Asymptotics of Dynamic Panel Data Estimators," Papers 9808, Centro de Estudios Monetarios Y Financieros-.
- Orazio P. Attanasio & Lucio Picci & Antonello E. Scorcu, 2000. "Saving, Growth, and Investment: A Macroeconomic Analysis Using a Panel of Countries," The Review of Economics and Statistics, MIT Press, vol. 82(2), pages 182-211, May.
- Robertson, D & Symons, J, 1992.
"Some Strange Properties of Panel Data Estimators,"
Journal of Applied Econometrics,
John Wiley & Sons, Ltd., vol. 7(2), pages 175-89, April-Jun.
- Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-26, November.
- Wollmershäuser, Timo & Hristov, Nikolay & Hülsewig, Oliver, 2013.
"The Interest Rate Pass-Through in the Euro Area During the Global Financial Crisis,"
Munich Reprints in Economics
19715, University of Munich, Department of Economics.
- Nikolay Hristov & Oliver Hülsewig & Timo Wollmershäuser, 2012. "The Interest Rate Pass-Through in the Euro Area During the Global Financial Crisis," CESifo Working Paper Series 3964, CESifo Group Munich.
- Wollmershäuser, Timo & Hristov, Nikolay & Hülsewig, Oliver, 2013. "The Interest Rate Pass-Through in the Euro Area During the Global Financial Crisis," Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 79976, Verein für Socialpolitik / German Economic Association.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Zhang, Lei).
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If references are entirely missing, you can add them using this form.
If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.
Please note that corrections may take a couple of weeks to filter through the various RePEc services.