[go: up one dir, main page]
IDEAS home Printed from https://ideas.repec.org/p/wpa/wuwpem/0506004.html
   My bibliography  Save this paper

Another Look At What To Do With Time-Series Cross-Section Data

Author

Listed:
  • Xiujian Chen

    (University of Oklahoma)

  • Shu Lin

    (University of Oklahoma)

  • W. Robert Reed

    (University of Oklahoma)

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 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.

Suggested Citation

  • Xiujian Chen & Shu Lin & W. Robert Reed, 2005. "Another Look At What To Do With Time-Series Cross-Section Data," Econometrics 0506004, University Library of Munich, Germany.
    • Handle: RePEc:wpa:wuwpem:0506004
    Note: Type of Document - pdf; pages: 26
    as

    Download full text from publisher

    File URL: https://econwpa.ub.uni-muenchen.de/econ-wp/em/papers/0506/0506004.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    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, January.
    2. 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, August.
    3. Alt, James E. & Lowry, Robert C., 1994. "Divided Government, Fiscal Institutions, and Budget Deficits: Evidence from the States," American Political Science Review, Cambridge University Press, vol. 88(4), pages 811-828, December.
    4. 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, June.
    5. 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 574-582, November.
    6. Fording, Richard C., 2001. "The Political Response to Black Insurgency: A Critical Test of Competing Theories of the State," American Political Science Review, Cambridge University Press, vol. 95(1), pages 115-130, March.
    7. Brace, Paul & Cohen, Youssef & Gray, Virginia & Lowery, David, 1989. "How Much Do Interest Groups Influence State Economic Growth?," American Political Science Review, Cambridge University Press, vol. 83(4), pages 1297-1308, December.
    8. Beck, Nathaniel & Katz, Jonathan N., 1995. "What To Do (and Not to Do) with Time-Series Cross-Section Data," American Political Science Review, Cambridge University Press, vol. 89(3), pages 634-647, September.
    9. 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, February.
    10. Brulhart, Marius & Trionfetti, Federico, 2004. "Public expenditure, international specialisation and agglomeration," European Economic Review, Elsevier, vol. 48(4), pages 851-881, August.
    11. 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.
    12. 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.
    13. Kristian Jonsson, 2005. "Cross-sectional and serial correlation in a small-sample homogeneous panel data unit root test," Applied Economics Letters, Taylor & Francis Journals, vol. 12(14), pages 899-905.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. 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).
    2. 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.
    3. Piotr Ciżkowicz & Andrzej Rzońca & Wiktor Wojciechowski, 2012. "Determinanty regionalnych różnic w dynamice liczby pracujących w Polsce w latach 1999-2008," Gospodarka Narodowa. The Polish Journal of Economics, Warsaw School of Economics, issue 11-12, pages 59-77.
    4. Eric C. Y. Ng & Malick Souare, 2014. "On investment and exchange-rate movements," Applied Economics, Taylor & Francis Journals, vol. 46(19), pages 2301-2315, July.
    5. Saravanakumar, V. & Balasubramanian, 2018. "Assessment of climate change impacts and adaptation strategies on Sorghum production in Tamil Nadu, India," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 276012, International Association of Agricultural Economists.
    6. V. Saravanakumar, 2015. "Impact of Climate Change on Yield of Major Food Crops in Tamil Nadu, India," Working Papers id:7555, eSocialSciences.
    7. Aleksander Aristovnik, 2006. "Current Account Reversals and Persistency in Transition Regions," Zagreb International Review of Economics and Business, Faculty of Economics and Business, University of Zagreb, vol. 9(1), pages 1-43, May.
    8. Aleksander Aristovnik & Stanka Setnikar-Cankar, 2006. "How Excessive are External Imbalances in Selected Transition Countries?," Prague Economic Papers, Prague University of Economics and Business, vol. 2006(3), pages 243-267.
    9. Kunsoo Han & Robert J. Kauffman & Barrie R. Nault, 2011. "Research Note ---Returns to Information Technology Outsourcing," Information Systems Research, INFORMS, vol. 22(4), pages 824-840, December.
    10. Étienne 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.
    11. Özdemir Onur, 2019. "Financialization and the Labor Share of Income," Review of Economic Perspectives, Sciendo, vol. 19(4), pages 265-306, December.
    12. 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).
    13. Kadri Männasoo, 2012. "Determinants of bank interest spread in Estonia," Bank of Estonia Working Papers wp2012-1, Bank of Estonia, revised 22 Feb 2012.
    14. Fernando Martín-Mayoral & Juan Fernández Sastre, 2017. "Determinants of social spending in Latin America during and after the Washington consensus: a dynamic panel error-correction model analysis," Latin American Economic Review, Springer;Centro de Investigaciòn y Docencia Económica (CIDE), vol. 26(1), pages 1-32, December.
    15. V. Saravanakumar, "undated". "Impact of Climate Change on Yield of Major Food Crops in Tamil Nadu, India," Working papers 91, The South Asian Network for Development and Environmental Economics.
    16. Aleksander Aristovnik, 2005. "Current Account Reversals In Selected Transition Countries," International Finance 0510021, University Library of Munich, Germany.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Koffie Ben Nassar & Edder Martinez & Anabel Pineda, 2014. "Determinants of Banks' Net Interest Margins in Honduras," IMF Working Papers 2014/163, International Monetary Fund.
    2. Bharatee Dash & Angara Raja, 2014. "Do political determinants affect revenue collection? Evidence from the Indian states," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 61(3), pages 253-278, September.
    3. Aguirre, Mariana & Ibikunle, Gbenga, 2014. "Determinants of renewable energy growth: A global sample analysis," Energy Policy, Elsevier, vol. 69(C), pages 374-384.
    4. Reed, W. Robert, 2008. "The Robust Relationship Between Taxes and U.S. State Income Growth," National Tax Journal, National Tax Association;National Tax Journal, vol. 61(1), pages 57-80, March.
    5. Martin F. Grace & David L. Sjoquist & Laura Wheeler, 2014. "The Effect of Insurance Premium Taxes on Interstate Differences in the Size of the Property-Casualty Insurance Industry," National Tax Journal, National Tax Association;National Tax Journal, vol. 67(1), pages 151-182, March.
    6. Yakovlev, Pavel & Tosun, Mehmet S. & Lewis, William P., 2012. "Legislative Term Limits and State Aid to Local Governments," IZA Discussion Papers 6456, Institute of Labor Economics (IZA).
    7. Demetrescu, Matei & Hanck, Christoph, 2012. "A simple nonstationary-volatility robust panel unit root test," Economics Letters, Elsevier, vol. 117(1), pages 10-13.
    8. Dilla, Diana, 2017. "Staatsverschuldung und Verschuldungsmentalität [Public Debt and Debt Mentality]," MPRA Paper 79432, University Library of Munich, Germany.
    9. Lana Krehic, 2022. "How do increases in electric vehicle use affect urban toll ring prices?," Public Choice, Springer, vol. 193(3), pages 187-209, December.
    10. Darío Cestau, 2018. "The political affiliation effect on state credit risk," Public Choice, Springer, vol. 175(1), pages 135-154, April.
    11. Xiujian Chen & Shu Lin & W. Robert Reed, 2010. "A Monte Carlo evaluation of the efficiency of the PCSE estimator," Applied Economics Letters, Taylor & Francis Journals, vol. 17(1), pages 7-10, January.
    12. Christian Bjørnskov & Niklas Potrafke, 2013. "The size and scope of government in the US states: does party ideology matter?," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 20(4), pages 687-714, August.
    13. Matteo Lanzafame, 2010. "The nature of regional unemployment in Italy," Empirical Economics, Springer, vol. 39(3), pages 877-895, December.
    14. Kholodilin Konstantin A. & Menz Jan-Oliver & Siliverstovs Boriss, 2010. "What Drives Housing Prices Down? Evidence from an International Panel," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 230(1), pages 59-76, February.
    15. Carlsson, Mikael & Lyhagen, Johan & Österholm, Pär, 2007. "Testing for Purchasing Power Parity in Cointegrated Panels," Working Paper Series 2008:1, Uppsala University, Department of Economics.
    16. Canarella, Giorgio & Miller, Stephen M. & Nourayi, Mahmoud M., 2013. "Firm profitability: Mean-reverting or random-walk behavior?," Journal of Economics and Business, Elsevier, vol. 66(C), pages 76-97.
    17. Gjerde, Kathy Paulson & Prescott, Peter & Rice, Jennifer, 2019. "The Impact of State Fiscal Policy on States' Resilience Entering the Great Recession," Journal of Regional Analysis and Policy, Mid-Continent Regional Science Association, vol. 49(1), January.
    18. Helmut Herwartz & Florian Siedenburg, 2013. "To converge or not converge: unit labor cost inflation in the Euro area," Empirical Economics, Springer, vol. 44(2), pages 455-467, April.
    19. 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.
    20. W. Robert Reed, 2009. "The Determinants Of U.S. State Economic Growth: A Less Extreme Bounds Analysis," Economic Inquiry, Western Economic Association International, vol. 47(4), pages 685-700, October.

    More about this item

    Keywords

    Panel Data; Panel Corrected Standard Errors; Monte Carlo analysis;
    All these keywords.

    JEL classification:

    • 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

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:wpa:wuwpem:0506004. See general information about how to correct material in RePEc.

    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 CitEc recognized a bibliographic reference but did not link an item in RePEc 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 RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: EconWPA (email available below). General contact details of provider: https://econwpa.ub.uni-muenchen.de .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.