IDEAS home Printed from https://ideas.repec.org/a/tsj/stataj/v14y2014i2p259-279.html
   My bibliography  Save this article

Simulated multivariate random-effects probit models for unbalanced panels

Author

Listed:
  • Alexander Plum

    (Otto von Guericke University Magdeburg)

Abstract

This article develops a method for implementing a simulated multivariate random-effects probit model for unbalanced panels (with gaps) and illustrates the model by using artificial data. Halton draws generated by mdraws are used to simulate multivariate normal probabilities with the mvnp() egen function. The estimator can be easily adjusted, for example, to allow for autocorrelated errors. The advantages of this simulated estimation, when compared with existing commands such as redpace, are high accuracy and improved stability. Copyright 2014 by StataCorp LP.

Suggested Citation

  • Alexander Plum, 2014. "Simulated multivariate random-effects probit models for unbalanced panels," Stata Journal, StataCorp LP, vol. 14(2), pages 259-279, June.
    • Handle: RePEc:tsj:stataj:v:14:y:2014:i:2:p:259-279
    Note: to access software from within Stata, net describe http://www.stata-journal.com/software/sj14-2/st0335/
    as

    Download full text from publisher

    File URL: http://www.stata-journal.com/article.html?article=st0335
    File Function: link to article purchase
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Lorenzo Cappellari & Stephen P. Jenkins, 2006. "Calculation of multivariate normal probabilities by simulation, with applications to maximum simulated likelihood estimation," Stata Journal, StataCorp LP, vol. 6(2), pages 156-189, June.
    2. Arulampalam, Wiji & Booth, Alison L & Taylor, Mark P, 2000. "Unemployment Persistence," Oxford Economic Papers, Oxford University Press, vol. 52(1), pages 24-50, January.
    3. Mark Stewart, 2006. "Maximum simulated likelihood estimation of random-effects dynamic probit models with autocorrelated errors," Stata Journal, StataCorp LP, vol. 6(2), pages 256-272, June.
    4. Mark B. Stewart, 2007. "The interrelated dynamics of unemployment and low-wage employment," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(3), pages 511-531.
    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. Federico Antonioli & Simone Severini & Mauro Vigani, 2023. "Visa for competitiveness: foreign workforce and Italian dairy farms’ performance," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 50(1), pages 115-150.
    2. Ricardo Goncalves & Peter J. Simmons & Yuanyuan Xie, 2017. "Rebel with(out) a cause? Inter-generational smoking dependence in Chinese households," Discussion Papers 17/20, Department of Economics, University of York.
    3. Alexander Plum, 2019. "The British low-wage sector and the employment prospects of the unemployed," Applied Economics, Taylor & Francis Journals, vol. 51(13), pages 1411-1432, March.

    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. 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.
    2. Sara Ayllón, 2013. "Understanding poverty persistence in Spain," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 4(2), pages 201-233, June.
    3. Victoria Maleeva & Majlinda Joxhe & Skerdilajda Zanaj, 2020. "Poverty in Russia: the Role of the Marital Status and Gender," DEM Discussion Paper Series 20-16, Department of Economics at the University of Luxembourg.
    4. Giarda, Elena, 2013. "Persistency of financial distress amongst Italian households: Evidence from dynamic models for binary panel data," Journal of Banking & Finance, Elsevier, vol. 37(9), pages 3425-3434.
    5. 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.
    6. Plum, Alexander & Ayllón, Sara, 2015. "Heterogeneity in unemployment state dependence," Economics Letters, Elsevier, vol. 136(C), pages 85-87.
    7. Ricardo Goncalves & Peter J. Simmons & Yuanyuan Xie, 2017. "Rebel with(out) a cause? Inter-generational smoking dependence in Chinese households," Discussion Papers 17/20, Department of Economics, University of York.
    8. Bosker, Maarten & Buringh, Eltjo, 2017. "City seeds: Geography and the origins of the European city system," Journal of Urban Economics, Elsevier, vol. 98(C), pages 139-157.
    9. Enrico Fabrizi & Chiara Mussida, 2018. "Assessing poverty persistence in households with dependent children: the role of poverty measurement," DISCE - Quaderni del Dipartimento di Scienze Economiche e Sociali dises1839, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    10. Arne Uhlendorff, 2006. "From No Pay to Low Pay and Back Again?: A Multi-State Model of Low Pay Dynamics," Discussion Papers of DIW Berlin 648, DIW Berlin, German Institute for Economic Research.
    11. Elena Giarda & Gloria Moroni, 2018. "The Degree of Poverty Persistence and the Role of Regional Disparities in Italy in Comparison with France, Spain and the UK," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 136(1), pages 163-202, February.
    12. 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).
    13. Syamsul Hidayat Pasaribu, 2016. "Persistence of Individual Unemployment in Indonesia: Dynamic Probit Analysis from Panel SUSENAS 2008-2010," International Journal of Economics and Financial Issues, Econjournals, vol. 6(3), pages 1239-1246.
    14. Simonetta Longhi & Mark Taylor, 2014. "Employed and Unemployed Job Seekers and the Business Cycle," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 76(4), pages 463-483, August.
    15. Lota D. Tamini & Maurice Doyon & Rodrigue Simon, 2016. "Analyzing Trade Liberalization Effects in the Egg Sector Using a Dynamic Gravity Model," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 64(2), pages 383-411, June.
    16. Georgios Marios Chrysanthou, 2007. "Determinants of Trade Union Membership in Great Britain During 1991-2003," Discussion Papers 07/01, Department of Economics, University of York.
    17. Mark B. Stewart, 2007. "The interrelated dynamics of unemployment and low-wage employment," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(3), pages 511-531.
    18. 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.
    19. Chrysanthou, Georgios Marios, 2008. "Estimating union wage effects in Great Britain during 1991-2003," UC3M Working papers. Economics we082214, Universidad Carlos III de Madrid. Departamento de Economía.
    20. Mattia Filomena & Isabella Giorgetti & Matteo Picchio, 2022. "Off To A Bad Start: Youth Nonemployment And Labor Market Outcomes Later In Life," Working Papers 466, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.

    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:tsj:stataj:v:14:y:2014:i:2:p:259-279. 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: Christopher F. Baum or Lisa Gilmore (email available below). General contact details of provider: http://www.stata-journal.com/ .

    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.