I am trying to do joint modeling for two discrete choices

Model 1: binomial logistic regression

Model 2: negative binomial regression

I want to analyse them using joint model analysis. From browsing, i have come across various models related to discrete continuous modeling but not copula based discrete discrete joint modeling?

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