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  • Endogenous binary regressor in multinomial logit model

    Hello forum members,

    i do have a multinomial logit model where one binary explanatory variable is endogenous (EEV) and I have a valid instrument to incorporate some exegenous variation. I am aware of solutions for the case of binary outcome variable and binary EEV, such as, e.g. bivariay probit models (see Wooldrige, 2010, p. 595 ff.) - which is conveniently implemented in Stata's biprobit function.

    However, are you aware of any approach/solution for the case of categorical outcomes (e.g. multinomial logit) and binary EEV? [Any help is appreciated]

    Refs.
    Wooldridge, J. M. (2010). Econometric Analysis of Cross Section and Panel Data. MIT press.
    Last edited by Stefan Weik; 27 Feb 2019, 06:09.

  • #2
    You might look at user-written cmp or GSEM.

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