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MTREATREG: Stata module to fits models with multinomial treatments and continuous, count and binary outcomes using maximum simulated likelihood

Author

Listed:
  • Partha Deb

    (Hunter College)

Programming Language

Stata

Abstract

mtreatreg fits models with multinomial treatments and continuous, count and binary outcomes using maximum simulated likelihood. The model considers the effect of an endogenously chosen multinomial-valued treatment on an outcome variable, conditional on two sets of independent variables. The outcome variable can be continuous, binary or integer-valued while the treatment choice is assumed to follow a mixed multinomial logit distribution. The model is estimated using maximum simulated likelihood and the simulator uses Halton sequences.

Suggested Citation

  • Partha Deb, 2009. "MTREATREG: Stata module to fits models with multinomial treatments and continuous, count and binary outcomes using maximum simulated likelihood," Statistical Software Components S457064, Boston College Department of Economics, revised 14 Jul 2009.
    • Handle: RePEc:boc:bocode:s457064
    Note: This module should be installed from within Stata by typing "ssc install mtreatreg". 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/m/mtreatreg.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/m/mtreatreg.sthlp
    File Function: help file
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    File URL: http://fmwww.bc.edu/repec/bocode/m/mtreatreg_postestimation.sthlp
    File Function: help file
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    File URL: http://fmwww.bc.edu/repec/bocode/g/gammareg_lf.ado
    File Function: program code
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    File URL: http://fmwww.bc.edu/repec/bocode/m/mtreatreg_gamma_lf.ado
    File Function: program code
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    File URL: http://fmwww.bc.edu/repec/bocode/m/mtreatreg_gamma_lf.mo
    File Function: program code
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    File URL: http://fmwww.bc.edu/repec/bocode/m/mtreatreg_gamma_mata.do
    File Function: program code
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    File URL: http://fmwww.bc.edu/repec/bocode/m/mtreatreg_gamma_p.ado
    File Function: program code
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    File URL: http://fmwww.bc.edu/repec/bocode/m/mtreatreg_logit_lf.ado
    File Function: program code
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    File URL: http://fmwww.bc.edu/repec/bocode/m/mtreatreg_logit_lf.mo
    File Function: program code
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    File URL: http://fmwww.bc.edu/repec/bocode/m/mtreatreg_logit_mata.do
    File Function: program code
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    File URL: http://fmwww.bc.edu/repec/bocode/m/mtreatreg_logit_p.ado
    File Function: program code
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    File URL: http://fmwww.bc.edu/repec/bocode/m/mtreatreg_mmlogit_lf.ado
    File Function: program code
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    File URL: http://fmwww.bc.edu/repec/bocode/m/mtreatreg_mmlogit_lf.mo
    File Function: program code
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    File URL: http://fmwww.bc.edu/repec/bocode/m/mtreatreg_mmlogit_mata.do
    File Function: program code
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    File URL: http://fmwww.bc.edu/repec/bocode/m/mtreatreg_negbin1_lf.ado
    File Function: program code
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    File URL: http://fmwww.bc.edu/repec/bocode/m/mtreatreg_negbin1_lf.mo
    File Function: program code
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    File URL: http://fmwww.bc.edu/repec/bocode/m/mtreatreg_negbin1_mata.do
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    File URL: http://fmwww.bc.edu/repec/bocode/m/mtreatreg_negbin1_p.ado
    File Function: program code
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    File URL: http://fmwww.bc.edu/repec/bocode/m/mtreatreg_negbin2_lf.ado
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    File URL: http://fmwww.bc.edu/repec/bocode/m/mtreatreg_negbin2_lf.mo
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    File URL: http://fmwww.bc.edu/repec/bocode/m/mtreatreg_negbin2_mata.do
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    File URL: http://fmwww.bc.edu/repec/bocode/m/mtreatreg_negbin2_p.ado
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    File URL: http://fmwww.bc.edu/repec/bocode/m/mtreatreg_normal_lf.ado
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    File URL: http://fmwww.bc.edu/repec/bocode/m/mtreatreg_normal_lf.mo
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    File URL: http://fmwww.bc.edu/repec/bocode/m/mtreatreg_normal_mata.do
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    File URL: http://fmwww.bc.edu/repec/bocode/m/mtreatreg_normal_p.ado
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    File URL: http://fmwww.bc.edu/repec/bocode/n/normalreg_lf.ado
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    File URL: http://fmwww.bc.edu/repec/bocode/m/mtreatreg-examples.do
    File Function: sample runs
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