IDEAS home Printed from https://ideas.repec.org/p/ehu/biltok/5788.html
   My bibliography  Save this paper

Un Modelo Lineal Generalizado Semiparametrico para Analisis de Duracion con Censura

Author

Listed:
  • Orbe Lizundia, Jesús María

Abstract

[EN] Aitkin and Clayton (1980) proposed to analyze duration models using generalized linear models. In this work we extend that methodology allowing for some nonspecified covariable effect. The model we propose is a semiparametric generalized linear model, with a parametric component to specify the functional form of the effect of covariables on the duration variable, and a nonparametric component for the effect of some covariable without assuming any functional form. We develop the estimation process and we use a bootstrap procedure to do the inference. An empirical application to analyze the survival time for a sample of AIDS diagnosed patients is also included.

Suggested Citation

  • Orbe Lizundia, Jesús María, 2000. "Un Modelo Lineal Generalizado Semiparametrico para Analisis de Duracion con Censura," BILTOKI 1134-8984, Universidad del País Vasco - Departamento de Economía Aplicada III (Econometría y Estadística).
  • Handle: RePEc:ehu:biltok:5788
    as

    Download full text from publisher

    File URL: https://addi.ehu.es/handle/10810/5788
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Kiefer, Nicholas M, 1988. "Economic Duration Data and Hazard Functions," Journal of Economic Literature, American Economic Association, vol. 26(2), pages 646-679, June.
    2. Murray Aitkin & David Clayton, 1980. "The Fitting of Exponential, Weibull and Extreme Value Distributions to Complex Censored Survival Data Using Glim," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 29(2), pages 156-163, June.
    3. John Whitehead, 1980. "Fitting Cox's Regression Model to Survival Data Using Glim," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 29(3), pages 268-275, November.
    Full references (including those not matched with items on IDEAS)

    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. Breen, Richard, 1991. "Education, Employment And Training In The Youth Labour Market," Research Series, Economic and Social Research Institute (ESRI), number GRS152.
    2. Trond Petersen, 1986. "Estimating Fully Parametric Hazard Rate Models with Time-Dependent Covariates," Sociological Methods & Research, , vol. 14(3), pages 219-246, February.
    3. Thomas R. Fleming & D. Y. Lin, 2000. "Survival Analysis in Clinical Trials: Past Developments and Future Directions," Biometrics, The International Biometric Society, vol. 56(4), pages 971-983, December.
    4. Renneboog, L.D.R. & Simons, T., 2005. "Public-to-Private Transactions : LBOs, MBOs, MBIs and IBOs," Other publications TiSEM 3b76799c-591c-4d22-b126-a, Tilburg University, School of Economics and Management.
    5. Tom Coupé & Valérie Smeets & Frédéric Warzynski, 2006. "Incentives, Sorting and Productivity along the Career: Evidence from a Sample of Top Economists," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 22(1), pages 137-167, April.
    6. Sheedy, Kevin D., 2010. "Intrinsic inflation persistence," Journal of Monetary Economics, Elsevier, vol. 57(8), pages 1049-1061, November.
    7. Dekkers, G.J.M., 1994. "The private sector versus the government : A four-state labour market transition model," WORC Paper 94.07.033/2, Tilburg University, Work and Organization Research Centre.
    8. de Walque, Damien, 2007. "How does the impact of an HIV/AIDS information campaign vary with educational attainment? Evidence from rural Uganda," Journal of Development Economics, Elsevier, vol. 84(2), pages 686-714, November.
    9. Parent, Daniel, 1999. "Wages and Mobility: The Impact of Employer-Provided Training," Journal of Labor Economics, University of Chicago Press, vol. 17(2), pages 298-317, April.
    10. Daron Acemoglu & Amy Finkelstein, 2008. "Input and Technology Choices in Regulated Industries: Evidence from the Health Care Sector," Journal of Political Economy, University of Chicago Press, vol. 116(5), pages 837-880, October.
    11. Robert J. Barro & Rachel M. McCleary, 2016. "Saints Marching In, 1590–2012," Economica, London School of Economics and Political Science, vol. 83(331), pages 385-415, July.
    12. Geddes, R. Richard & Wagner, Benjamin L., 2013. "Why do U.S. states adopt public–private partnership enabling legislation?," Journal of Urban Economics, Elsevier, vol. 78(C), pages 30-41.
    13. Roe, R.A., 2005. "Studying time in organizational behavior," Research Memorandum 046, Maastricht University, Maastricht Research School of Economics of Technology and Organization (METEOR).
    14. David Lodge & Marta Rodriguez-Vives, 2013. "How long can austerity persist? The factors that sustain fiscal consolidations," European Journal of Government and Economics, Europa Grande, vol. 2(1), pages 5-24, June.
    15. Alberto Galasso & Mark Schankerman, 2008. "Patent Thickets and the Market for Innovation: Evidence from Settlement of Patent Disputes," CEP Discussion Papers dp0889, Centre for Economic Performance, LSE.
    16. Dionne, Georges, 1998. "La mesure empirique des problèmes d’information," L'Actualité Economique, Société Canadienne de Science Economique, vol. 74(4), pages 585-606, décembre.
    17. Guiso, Luigi & Jappelli, Tullio, 2002. "Private Transfers, Borrowing Constraints and the Timing of Homeownership," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 34(2), pages 315-339, May.
    18. Agustí Segarra & Maria Callejón, 2002. "New Firms' Survival and Market Turbulence: New Evidence from Spain," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 20(1), pages 1-14, February.
    19. Nachum Sicherman, 1996. "Gender Differences in Departures from a Large Firm," ILR Review, Cornell University, ILR School, vol. 49(3), pages 484-505, April.

    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:ehu:biltok:5788. 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: Alcira Macías (email available below). General contact details of provider: https://edirc.repec.org/data/deehues.html .

    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.