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Another Look at what to do with Time-series Cross-section Data

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Author Info
Xiujian Chen
Shu Lin
W. Robert Reed () (University of Canterbury)

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Abstract

Our 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 approximate actual 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/confidence intervals, it too can be unreliable, sometimes producing standard errors/confidence intervals that are substantially off the mark. Further, we find that the benefits of PCSE can come at a large cost in estimator efficiency.

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File URL: http://www.econ.canterbury.ac.nz/RePEc/cbt/econwp/0604.pdf
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Publisher Info
Paper provided by University of Canterbury, Department of Economics in its series Working Papers in Economics with number 06/04.

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Length: 32 pages
Date of creation: 31 Mar 2006
Date of revision:
Handle: RePEc:cbt:econwp:06/04

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Related research
Keywords: Panel data; Parks model; PCSE estimator; Monte Carlo methods;

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Find related papers by JEL classification:
C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data
C15 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Statistical Simulation Methods

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References listed on IDEAS
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.:
  1. 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. [Downloadable!] (restricted)
  2. 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. [Downloadable!] (restricted)
    Other versions:
  3. 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. [Downloadable!] (restricted)
  4. Brulhart, Marius & Trionfetti, Federico, 2004. "Public expenditure, international specialisation and agglomeration," European Economic Review, Elsevier, vol. 48(4), pages 851-881, August. [Downloadable!] (restricted)
  5. Joseph DeJuan & Maria J. Luengo-Prado, 2005. "Consumption and Aggregate Constraints: International Evidence," Macroeconomics 0501018, EconWPA. [Downloadable!]
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  6. 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. [Downloadable!] (restricted)
    Other versions:
  7. 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. [Downloadable!] (restricted)
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  8. 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. [Downloadable!] (restricted)
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Cited by:
(explanations, 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.)

  1. 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). [Downloadable!]
  2. 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. [Downloadable!]
    Other versions:
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