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SEQLOGIT: Stata module to fit a sequential logit model

Author

Listed:
  • Maarten L. Buis

    (University of Konstanz)

Programming Language

Stata

Abstract

seqlogit fits a sequential logit model. This model estimates the effect of the explanatory variables on the probabilities of passing a set of transitions. For example, given a highest achieved level of education the researcher studies the effect of socio-economic status on the probabilities of passing the different transitions between levels of education. The user can specify any decision tree as long as each level of the dependent variable (e.g. level of education) can be reached through one and only one sequence of transitions. If these levels have values (e.g. years of education) than this model also implies an effect of the explanatory variable on the highest achieved level. The program seqlogitdecomp, which is part of the seqlogit package, displays a graph that decomposes this effect on the highest achieved level into parts that measure the effect on the probabilities of passing the transitions and the importance of each transition.

Suggested Citation

  • Maarten L. Buis, 2007. "SEQLOGIT: Stata module to fit a sequential logit model," Statistical Software Components S456843, Boston College Department of Economics, revised 25 Oct 2013.
    • Handle: RePEc:boc:bocode:s456843
    Note: This module should be installed from within Stata by typing "ssc install seqlogit". 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.
    as

    Download full text from publisher

    File URL: http://fmwww.bc.edu/repec/bocode/s/seqlogit.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/s/seqlogit.sthlp
    File Function: help file
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/s/seqlogit10.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/s/seqlogit10.hlp
    File Function: help file
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/s/seqsens.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/s/seqlogit_p.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/s/seqlogit10_p.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/s/seqlogit_lf.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/s/seqlogit_uh_lf.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/u/uhdesc.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/u/uhdesc10.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/u/uhdesc.hlp
    File Function: help file
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/s/seqlogitdecomp.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/s/seqlogitdecomp10.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/s/seqlogitdecomp.hlp
    File Function: help file
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/s/seqlogit_postestimation.sthlp
    File Function: help file
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    File URL: http://fmwww.bc.edu/repec/bocode/s/seqlogit_sensitivity.sthlp
    File Function: help file
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    File URL: http://fmwww.bc.edu/repec/bocode/s/seqlogit10_postestimation.hlp
    File Function: help file
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/s/seqlogit10_sensitivity.hlp
    File Function: help file
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    File URL: http://fmwww.bc.edu/repec/bocode/s/seqlogit_example.do
    File Function: test run
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    File URL: http://fmwww.bc.edu/repec/bocode/s/seqlogit_example.pdf
    File Function: example output
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    File URL: http://fmwww.bc.edu/repec/bocode/g/gss.dta
    File Function: example data file
    Download Restriction: no
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    Citations

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    Cited by:

    1. Nadine Levratto & Clarisse Nguedam Ntouko & Maarouf Ramadan, 2017. "Institutions and firms’ internationalization: an empirical analysis on three Middle East countries," EconomiX Working Papers 2017-37, University of Paris Nanterre, EconomiX.
    2. Rajius Idzalika & Maria C. Lo Bue, 2016. "Opportunities in education: are factors outside individual responsibility really persistent? Evidence from Indonesia, 1997-2007," Working Papers 397, ECINEQ, Society for the Study of Economic Inequality.
    3. Pavlyuk, Dmitry, 2008. "A Discrete Choice Model for Web Site Work Results," MPRA Paper 20923, University Library of Munich, Germany.
    4. Candida G. Brush & Linda F. Edelman & Tatiana S. Manolova, 2011. "Ready for funding? Entrepreneurial ventures and the pursuit of angel financing," Venture Capital, Taylor & Francis Journals, vol. 14(2-3), pages 111-129, September.
    5. Florence Depoers & Tiphaine Jérôme, 2017. "Environmental expenditure disclosure strategies in a regulated context [Stratégies de publication des dépenses environnementales dans un cadre réglementaire]," Post-Print hal-01576195, HAL.

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