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ZOIB: Stata module to fit a zero-one inflated beta distribution by maximum likelihood

Author

Listed:
  • Maarten L. Buis

    (University of Konstanz)

Programming Language

Stata

Abstract

zoib fits by maximum likelihood a zero-one inflated beta distribution to a distribution of a variable depvar. depvar ranges between 0 and 1: for example, it may be a proportion. It will estimate the probabilities of having the value 0 and/or 1 as separate processes. The logic is that we can often think of proportions of 0 or 1 as being qualitatively different and generated through a different process as the other proportions.

Suggested Citation

  • Maarten L. Buis, 2010. "ZOIB: Stata module to fit a zero-one inflated beta distribution by maximum likelihood," Statistical Software Components S457156, Boston College Department of Economics, revised 08 Aug 2012.
    • Handle: RePEc:boc:bocode:s457156
    Note: This module should be installed from within Stata by typing "ssc install zoib". The module is made available under terms of the GPL v3 (https://www.gnu.org/licenses/gpl-3.0.txt). Windows users should not attempt to download these files with a web browser.
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    Download full text from publisher

    File URL: http://fmwww.bc.edu/repec/bocode/z/zoib.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/z/zoib.hlp
    File Function: help file
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/z/zoib_postestimation.hlp
    File Function: help file
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/z/zoib_p.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/z/zoib_lf.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/z/zib_lf.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/z/zoib_beta_lf.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/o/oib_lf.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/k/k401.dta
    File Function: example data file
    Download Restriction: no
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    Citations

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    Cited by:

    1. Hélène Couprie & Elisabeth Cudeville & Catherine Sofer, 2020. "Efficiency versus gender roles and stereotypes: an experiment in domestic production," Experimental Economics, Springer;Economic Science Association, vol. 23(1), pages 181-211, March.
    2. Ilias Livanos & Alexandros Zangelidis, 2013. "Unemployment, Labor Market Flexibility, and Absenteeism: A Pan-European Study," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 52(2), pages 492-515, April.
    3. Doungdao Mahakitsiri & Wisarut Suwanprasert, 2020. "Understanding the Bimodality of the Export Intensity Distribution in Thailand," PIER Discussion Papers 139, Puey Ungphakorn Institute for Economic Research.
    4. Tyran, Jean-Robert & Thomas, Thomas, 2016. "Money Illusion and Household Finance," CEPR Discussion Papers 11643, C.E.P.R. Discussion Papers.
    5. Marisa Bucheli & Cecilia Olivieri, 2017. "Gendered Effects of the Personal Income Tax: Evidence from a Schedular System with Individual Filing in a Developing Country," Documentos de Trabajo (working papers) 0217, Department of Economics - dECON.

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