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SEQLOGIT: Stata module to fit a sequential logit model

Author

Listed:
  • Maarten L. Buis

    () (University of Konstanz)

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". Windows users should not attempt to download these files with a web browser.
    as

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    File URL: http://fmwww.bc.edu/repec/bocode/s/seqlogit.ado
    File Function: program code
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    File URL: http://fmwww.bc.edu/repec/bocode/s/seqlogit.sthlp
    File Function: help file
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    File URL: http://fmwww.bc.edu/repec/bocode/s/seqlogit10.ado
    File Function: program code
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    File URL: http://fmwww.bc.edu/repec/bocode/s/seqlogit10.hlp
    File Function: help file
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    File URL: http://fmwww.bc.edu/repec/bocode/s/seqsens.ado
    File Function: program code
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    File URL: http://fmwww.bc.edu/repec/bocode/s/seqlogit_p.ado
    File Function: program code
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    File URL: http://fmwww.bc.edu/repec/bocode/s/seqlogit10_p.ado
    File Function: program code
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    File URL: http://fmwww.bc.edu/repec/bocode/s/seqlogit_lf.ado
    File Function: program code
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    File URL: http://fmwww.bc.edu/repec/bocode/s/seqlogit_uh_lf.ado
    File Function: program code
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    File URL: http://fmwww.bc.edu/repec/bocode/u/uhdesc.ado
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    File URL: http://fmwww.bc.edu/repec/bocode/u/uhdesc10.ado
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    File URL: http://fmwww.bc.edu/repec/bocode/u/uhdesc.hlp
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    File URL: http://fmwww.bc.edu/repec/bocode/s/seqlogitdecomp.ado
    File Function: program code
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    File URL: http://fmwww.bc.edu/repec/bocode/s/seqlogitdecomp10.ado
    File Function: program code
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    File URL: http://fmwww.bc.edu/repec/bocode/s/seqlogitdecomp.hlp
    File Function: help file
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    File URL: http://fmwww.bc.edu/repec/bocode/s/seqlogit_postestimation.sthlp
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    File URL: http://fmwww.bc.edu/repec/bocode/s/seqlogit_sensitivity.sthlp
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    File URL: http://fmwww.bc.edu/repec/bocode/s/seqlogit10_postestimation.hlp
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    File URL: http://fmwww.bc.edu/repec/bocode/s/seqlogit10_sensitivity.hlp
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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
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