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KY_FIT: Stata module to fit mixture models of the Kapteyn-Ypma type to linked survey and administrative data

Author

Listed:
  • Fernando Rios-Avila

    (Levy Economics Institute of Bard College)

  • Stephen P. Jenkins

    (London School of Economics and Political Science)

Programming Language

Stata

Abstract

ky_fit is a set of routines focused on estimating finite mixture models of the Kapteyn-Ypma type to analyze linked survey and administrative data on labour earnings (or similar variables), taking account of various types of measurement error in each data source. Different combinations of error-ridden and/or error-free observations characterize latent classes. This command can be used to fit a general class of finite mixture models. It also provides post-estimation commands for assessment of reliability, marginal effects, data simulation, and prediction of hybrid earnings variables that combine information from both data sources.

Suggested Citation

  • Fernando Rios-Avila & Stephen P. Jenkins, 2021. "KY_FIT: Stata module to fit mixture models of the Kapteyn-Ypma type to linked survey and administrative data," Statistical Software Components S458959, Boston College Department of Economics.
    • Handle: RePEc:boc:bocode:s458959
    Note: This module should be installed from within Stata by typing "ssc install ky_fit". 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

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    File URL: http://fmwww.bc.edu/repec/bocode/k/ky_fit.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/k/ky_fit.sthlp
    File Function: help file
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/k/ky_estat.ado
    File Function: program code
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    File URL: http://fmwww.bc.edu/repec/bocode/k/ky_estat.sthlp
    File Function: help file
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/k/ky_ll_1.ado
    File Function: program code
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    File URL: http://fmwww.bc.edu/repec/bocode/k/ky_ll_2.ado
    File Function: program code
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    File URL: http://fmwww.bc.edu/repec/bocode/k/ky_ll_3.ado
    File Function: program code
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    File URL: http://fmwww.bc.edu/repec/bocode/k/ky_ll_4.ado
    File Function: program code
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    File URL: http://fmwww.bc.edu/repec/bocode/k/ky_ll_5.ado
    File Function: program code
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    File URL: http://fmwww.bc.edu/repec/bocode/k/ky_ll_6.ado
    File Function: program code
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    File URL: http://fmwww.bc.edu/repec/bocode/k/ky_ll_7.ado
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    File URL: http://fmwww.bc.edu/repec/bocode/k/ky_ll_8.ado
    File Function: program code
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    File URL: http://fmwww.bc.edu/repec/bocode/k/ky_sim.ado
    File Function: program code
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    File URL: http://fmwww.bc.edu/repec/bocode/k/ky_sim.sthlp
    File Function: help file
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/k/ky_p.ado
    File Function: program code
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    File URL: http://fmwww.bc.edu/repec/bocode/k/ky_star.ado
    File Function: program code
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    File URL: http://fmwww.bc.edu/repec/bocode/k/ky_example.do
    File Function: sample do-file
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    File URL: http://fmwww.bc.edu/repec/bocode/k/ky_example.log
    File Function: sample output file
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