Another Look At What To Do With Time-Series Cross-Section Data
AbstractOur study revisits Beck and Katz’ (1995) comparison of the Parks and PCSE estimators using time-series, cross-sectional data (TSCS). Our innovation is that we construct simulated statistical environments that are designed to closely match “real-world,” TSCS data. We pattern our statistical environments after income and tax data on U.S. states from 1960-1999. While PCSE generally does a better job than Parks in estimating standard errors, it too can be unreliable, sometimes producing standard errors that are substantially off the mark. Further, we find that the benefits of PCSE can come at a substantial cost in estimator efficiency. Based on our study, we would give the following advice to researchers using TSCS data: Given a choice between Parks and PCSE, we recommend that researchers use PCSE for hypothesis testing, and Parks if their primary interest is accurate coefficient estimates.
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.
Bibliographic InfoPaper provided by EconWPA in its series Econometrics with number 0506004.
Length: 26 pages
Date of creation: 08 Jun 2005
Date of revision:
Note: Type of Document - pdf; pages: 26
Contact details of provider:
Web page: http://188.8.131.52
Panel Data; Panel Corrected Standard Errors; Monte Carlo analysis;
Other versions of this item:
- Xiujian Chen & Shu Lin & W. Robert Reed, 2006. "Another Look at what to do with Time-series Cross-section Data," Working Papers in Economics 06/04, University of Canterbury, Department of Economics and Finance.
- C1 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General
- C2 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables
- C3 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables
- C4 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics
- C5 - Mathematical and Quantitative Methods - - Econometric Modeling
- C8 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs
This paper has been announced in the following NEP Reports:
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.:
- Joseph P. Dejuan & Maria Jose Luengo-Prado, 2006.
"Consumption and Aggregate Constraints: International Evidence,"
Oxford Bulletin of Economics and Statistics,
Department of Economics, University of Oxford, vol. 68(1), pages 81-99, 02.
- Joseph DeJuan & Maria J. Luengo-Prado, 2005. "Consumption and Aggregate Constraints: International Evidence," Macroeconomics 0501018, EconWPA.
- Soo, Kwok Tong, 2005.
"Zipf's Law for cities: a cross-country investigation,"
Regional Science and Urban Economics,
Elsevier, vol. 35(3), pages 239-263, May.
- Kwok Tong Soo, 2004. "Zipfs Law for Cities: A Cross Country Investigation," CEP Discussion Papers dp0641, Centre for Economic Performance, LSE.
- Kwok Tong Soo, 2004. "Zipf's law for cities: a cross country investigation," LSE Research Online Documents on Economics 19947, London School of Economics and Political Science, LSE Library.
- Woojin Lee & John E. Roemer, 2005. "The Rise and Fall of Unionised Labour Markets: A Political Economy Approach," Economic Journal, Royal Economic Society, vol. 115(500), pages 28-67, 01.
- Luca Nunziata, 2005.
"Institutions and Wage Determination: a Multi-country Approach,"
Oxford Bulletin of Economics and Statistics,
Department of Economics, University of Oxford, vol. 67(4), pages 435-466, 08.
- L. Nunziata, 2002. "Institutions and Wage Determination: A Multi-Country Approach," Working Papers 433, Dipartimento Scienze Economiche, Universita' di Bologna.
- Luca Nunziata, 2001. "Institutions and Wage Determination: a Multi-Country Approach," Economics Series Working Papers 2001-W29, University of Oxford, Department of Economics.
- Luca Nunziata, 2001. "Institutions and Wage Determination: a Multi-Country Approach," Economics Papers 2001-W29, Economics Group, Nuffield College, University of Oxford.
- Helms, L Jay, 1985. "The Effect of State and Local Taxes on Economic Growth: A Time Series-Cross Section Approach," The Review of Economics and Statistics, MIT Press, vol. 67(4), pages 574-82, November.
- Reed, W. Robert, 2006. "Democrats, republicans, and taxes: Evidence that political parties matter," Journal of Public Economics, Elsevier, vol. 90(4-5), pages 725-750, May.
- Jönsson, Kristian, 2003.
"Cross-sectional dependency and size distortion in a small-sample homogeneous panel-data unit root test,"
2003:10, Lund University, Department of Economics.
- Kristian Jönsson, 2005. "Cross-sectional Dependency and Size Distortion in a Small-sample Homogeneous Panel Data Unit Root Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 67(3), pages 369-392, 06.
- Brulhart, Marius & Trionfetti, Federico, 2004. "Public expenditure, international specialisation and agglomeration," European Economic Review, Elsevier, vol. 48(4), pages 851-881, August.
- Pitelis, Christos & Vasilaros, Vassilis, 2009. "The Determinants of Value Creation at the Firm, Industry and National Levels: A Framework and Evidence," Papers DYNREG37, Economic and Social Research Institute (ESRI).
- Roberto Fernández Llera & María A. García Valiñas, 2010. "Efficiency and elusion: both sides of public enterprises in Spain," Working Papers 2010/5, Institut d'Economia de Barcelona (IEB).
- Aleksander Aristovnik, 2005. "Current Account Reversals In Selected Transition Countries," International Finance 0510021, EconWPA.
- Mellati, Ali, 2008. "Uncertainty and investment in private sector: An analytical argument and a review of the economy of Iran," MPRA Paper 26655, University Library of Munich, Germany.
- Etienne Bordeleau & Allan Crawford & Christopher Graham, 2009. "Regulatory Constraints on Bank Leverage: Issues and Lessons from the Canadian Experience," Discussion Papers 09-15, Bank of Canada.
- Aleksander Aristovnik, 2006.
"The Determinants & Excessiveness of Current Account Deficits in Eastern Europe & the Former Soviet Union,"
William Davidson Institute Working Papers Series
wp827, William Davidson Institute at the University of Michigan.
- Aristovnik, Aleksander, 2006. "The Determinants & Excessiveness of Current Account Deficits in Eastern Europe & the Former Soviet Union," MPRA Paper 483, University Library of Munich, Germany.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (EconWPA).
If references are entirely missing, you can add them using this form.