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HETOP: Stata module for estimating heteroskedastic ordered probit models with ordered frequency data

Author

Listed:
  • Benjamin R. Shear

    (University of Colorado Boulder)

  • sean f. reardon

    (Stanford University)

Programming Language

Stata

Abstract

hetop estimates means and standard deviations of underlying normal distributions for multiple groups using heteroskedastic ordered probit models. The hetop command allows users to estimate these means and standard deviations when only data in the form of ordered frequency counts are available for each group. These ordered frequency counts arise from coarsening the underlying distributions with a common set of cutscores across groups. hetop provides the estimates in a standardized metric and can also be used to estimate homoskedastic or partially constrained heteroskedastic ordered probit models. Details of the models are described in a paper by Reardon et al. (2017) cited in the help file.

Suggested Citation

  • Benjamin R. Shear & sean f. reardon, 2017. "HETOP: Stata module for estimating heteroskedastic ordered probit models with ordered frequency data," Statistical Software Components S458287, Boston College Department of Economics, revised 15 Jul 2019.
    • Handle: RePEc:boc:bocode:s458287
    Note: This module should be installed from within Stata by typing "ssc install hetop". 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. The prior version of hetop required oglm, no longer required.
    as

    Download full text from publisher

    File URL: http://fmwww.bc.edu/repec/bocode/h/hetop.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/h/hetop_lf.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/h/hetop.sthlp
    File Function: help file
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/h/hetop-example.dta
    File Function: sample data file
    Download Restriction: no
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