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How can I do multinomial logistic regression with multiple dependent variables simultaneously

  • 1.  How can I do multinomial logistic regression with multiple dependent variables simultaneously

    Posted Sat February 20, 2021 02:59 AM

    Hi, similar to this link, I have multiple dependent variables. Which macros can I use to do multinomial logistic regression for multiple dependent variables simultaneously?

    The one on the link discusses about the input of multiple dependent variables with binary outcomes. Please help me with this functionality where you provide in SPSS.

    https://www.ibm.com/support/pages/logistic-regression-multiple-dependent-variables






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  • 2.  RE: How can I do multinomial logistic regression with multiple dependent variables simultaneously

    Posted Mon February 22, 2021 06:00 PM

    I am not sure how much benefit there would be for this over just running separate logistic regressions, and there would be the issue of the appropriate error structure. However, one of the statisticians said this.

    "GENLOG (and LOGLINEAR) will fit models with multiple categorical dependents, but only with categorical predictors and "cell covariates" where a single value for a predictor for each cell is used.

    The only option I can think of for a general model with multiple categorical responses other than ones that can be handled the way GENLOG does it is to use GENLIN or GENLINMIXED with REPEATED but not including the variable on REPEATED in the predictors."






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