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Finite‐sample comparison of alternative methods for estimating dynamic panel data models


  • Alpaslan Akay


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  • Alpaslan Akay, 2012. "Finite‐sample comparison of alternative methods for estimating dynamic panel data models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 27(7), pages 1189-1204, November.
  • Handle: RePEc:wly:japmet:v:27:y:2012:i:7:p:1189-1204

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    References listed on IDEAS

    1. Philip Oreopoulos & Till von Wachter & Andrew Heisz, 2006. "The Short- and Long-Term Career Effects of Graduating in a Recession: Hysteresis and Heterogeneity in the Market for College Graduates," NBER Working Papers 12159, National Bureau of Economic Research, Inc.
    2. Jeffrey M. Wooldridge, 2005. "Simple solutions to the initial conditions problem in dynamic, nonlinear panel data models with unobserved heterogeneity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(1), pages 39-54.
    3. Kahn, Lisa B., 2010. "The long-term labor market consequences of graduating from college in a bad economy," Labour Economics, Elsevier, vol. 17(2), pages 303-316, April.
    4. Yuji Genda & Ayako Kondo & Souichi Ohta, 2010. "Long-Term Effects of a Recession at Labor Market Entry in Japan and the United States," Journal of Human Resources, University of Wisconsin Press, vol. 45(1).
    5. Illoong Kwon & Eva Meyersson Milgrom, 2007. "Cohort Effects in Wages and Promotions," Discussion Papers 07-025, Stanford Institute for Economic Policy Research.
    6. Burgess, Simon & Propper, Carol & Rees, Hedley & Shearer, Arran, 2003. "The class of 1981: the effects of early career unemployment on subsequent unemployment experiences," Labour Economics, Elsevier, vol. 10(3), pages 291-309, June.
    7. Juarez, Miguel A. & Steel, Mark F. J., 2006. "Model-based Clustering of non-Gaussian Panel Data," MPRA Paper 880, University Library of Munich, Germany.
    8. Kondo, Ayako, 2007. "Does the first job really matter? State dependency in employment status in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 21(3), pages 379-402, September.
    9. Konrad Banachewicz & André Lucas & Aad van der Vaart, 2008. "Modelling Portfolio Defaults Using Hidden Markov Models with Covariates," Econometrics Journal, Royal Economic Society, vol. 11(1), pages 155-171, March.
    10. Paul Oyer, 2006. "Initial Labor Market Conditions and Long-Term Outcomes for Economists," Journal of Economic Perspectives, American Economic Association, vol. 20(3), pages 143-160, Summer.
    11. Fruhwirth-Schnatter, Sylvia & Kaufmann, Sylvia, 2008. "Model-Based Clustering of Multiple Time Series," Journal of Business & Economic Statistics, American Statistical Association, vol. 26, pages 78-89, January.
    12. Juárez, Miguel A. & Steel, Mark F. J., 2010. "Model-Based Clustering of Non-Gaussian Panel Data Based on Skew-t Distributions," Journal of Business & Economic Statistics, American Statistical Association, vol. 28(1), pages 52-66.
    13. Fruhwirth-Schnatter, Sylvia & Fruhwirth, Rudolf, 2007. "Auxiliary mixture sampling with applications to logistic models," Computational Statistics & Data Analysis, Elsevier, vol. 51(7), pages 3509-3528, April.
    14. Andrea Weber, 2002. "State dependence and wage dynamics: a heterogeneous Markov chain model for wage mobility in Austria," 10th International Conference on Panel Data, Berlin, July 5-6, 2002 D2-2, International Conferences on Panel Data.
    15. Paul Oyer, 2006. "The Macro-Foundations of Microeconomics: Initial Labor Market Conditions and Long-Term Outcomes for Economists," NBER Working Papers 12157, National Bureau of Economic Research, Inc.
    16. Fraley C. & Raftery A.E., 2002. "Model-Based Clustering, Discriminant Analysis, and Density Estimation," Journal of the American Statistical Association, American Statistical Association, vol. 97, pages 611-631, June.
    17. Josef Zweim�ller & Rudolf Winter-Ebmer & Rafael Lalive & Andreas Kuhn & Jean-Philippe Wuellrich & Oliver Ruf & Simon B�chi, 2009. "Austrian social security database," IEW - Working Papers 410, Institute for Empirical Research in Economics - University of Zurich.
      • Josef Zweimüller & Rudolf Winter-Ebmer & Rafael Lalive & Andreas Kuhn & Jean-Philippe Wuellrich & Oliver Ruf & Simon Büchi, 2009. "Austrian Social Security Database," NRN working papers 2009-03, The Austrian Center for Labor Economics and the Analysis of the Welfare State, Johannes Kepler University Linz, Austria.
    18. Oddbjørn Raaum & Knut Røed, 2006. "Do Business Cycle Conditions at the Time of Labor Market Entry Affect Future Employment Prospects?," The Review of Economics and Statistics, MIT Press, vol. 88(2), pages 193-210, May.
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    2. Elena Bárcena-Martín & M. Carmen Blanco-Arana & Salvador Pérez-Moreno, 2017. "Dynamics of child poverty in the European countries," Working Papers 437, ECINEQ, Society for the Study of Economic Inequality.
    3. Erdsiek, Daniel, 2017. "Dynamics of overqualification: Evidence from the early career of graduates," ZEW Discussion Papers 17-020, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
    4. Ha Trong Nguyen & Luke B. Connelly, 2017. "The Dynamics of Informal Care Provision in an Australian Household Panel Survey: Previous Work Characteristics and Future Care Provision," The Economic Record, The Economic Society of Australia, vol. 93(302), pages 395-419, September.
    5. Maurizio Baussola & Chiara Mussida, 2015. "Regional and Gender Differentials in the Persistence of Unemployment," DISCE - Quaderni del Dipartimento di Scienze Economiche e Sociali dises1510, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    6. Chiara Mussida & Dario Sciulli, 2015. "Direct and indirect effects of disability on employment probabilities: a comparative analysis," DISCE - Quaderni del Dipartimento di Scienze Economiche e Sociali dises1507, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
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    9. Sebastian Königs, 2013. "The Dynamics of Social Assistance Benefit Receipt in Germany: State Dependence Before and After the Hartz Reforms," OECD Social, Employment and Migration Working Papers 136, OECD Publishing.
    10. Nolte, Andre & Gürtzgen, Nicole, 2015. "Changing Fortunes during Economic Transition - Low-Wage Persistence before and after German Unification," Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 112828, Verein für Socialpolitik / German Economic Association.
    11. Cuesta, Maite Blázquez & Budría, Santiago, 2017. "Unemployment persistence: How important are non-cognitive skills?," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 69(C), pages 29-37.
    12. H. T. Tran & E. Santarelli, 2013. "Revisiting Italian Emigration Before the Great War: A Test of the Standard Economic Model," Working Papers wp909, Dipartimento Scienze Economiche, Universita' di Bologna.
    13. Contreras, Jose L. & Corvalan, Alejandro, 2014. "Olympic Games: No legacy for sports," Economics Letters, Elsevier, vol. 122(2), pages 268-271.
    14. Danalet, Antonin & Tinguely, Loïc & Lapparent, Matthieu de & Bierlaire, Michel, 2016. "Location choice with longitudinal WiFi data," Journal of choice modelling, Elsevier, vol. 18(C), pages 1-17.
    15. Schnitzlein, Daniel D. & Stephani, Jens, 2016. "Locus of Control and low-wage mobility," Journal of Economic Psychology, Elsevier, vol. 53(C), pages 164-177.
    16. Sanchez-Bueno, Maria J. & Usero, Belen, 2014. "How may the nature of family firms explain the decisions concerning international diversification?," Journal of Business Research, Elsevier, vol. 67(7), pages 1311-1320.
    17. Manudeep Bhuller & Christian N. Brinch & Sebastian Königs, 2017. "Time Aggregation and State Dependence in Welfare Receipt," Economic Journal, Royal Economic Society, vol. 127(604), pages 1833-1873, September.
    18. Yi, DongGyu, 2014. "Three studies on environmental valuation," ISU General Staff Papers 201401010800005065, Iowa State University, Department of Economics.
    19. Rabe-Hesketh, Sophia & Skrondal, Anders, 2013. "Avoiding biased versions of Wooldridge’s simple solution to the initial conditions problem," Economics Letters, Elsevier, vol. 120(2), pages 346-349.
    20. Michel Berthélemy & Petyo Bonev & Damien Dussaux & Magnus Söderberg, 2017. "Methods for strengthening a weak instrument in the case of a persistent treatment," GRI Working Papers 265, Grantham Research Institute on Climate Change and the Environment.
    21. Campolieti, Michele, 2015. "State dependence in the incidence of strikes: Evidence from Canadian contract data using Heckman’s dynamic probit model," Economics Letters, Elsevier, vol. 133(C), pages 7-9.
    22. Ayhan, Sinem H. & Pelek, Selin, 2015. "State Dependence in Welfare Benefits in a Non-Welfare Context," IZA Discussion Papers 9551, Institute for the Study of Labor (IZA).
    23. Lucchetti, Riccardo & Pigini, Claudia, 2017. "DPB: Dynamic Panel Binary Data Models in gretl," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 79(i08).
    24. Francesco Bartolucci & Claudia Pigini, 2017. "Granger causality in dynamic binary short panel data models," Working Papers 421, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    25. Widenhorn, Andreas & Salhofer, Klaus, 2014. "Differentiation in demand with different food retail formats," 2014 International Congress, August 26-29, 2014, Ljubljana, Slovenia 182777, European Association of Agricultural Economists.

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