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Currently I have done the following diagnostics with the

  • linktest
  • multicollinearity with vif
  • the parallel lines assumption with lr test of the oprobit and goprobit.

I have seen that I may have to test for influential outliers, but I don't know how to do this for the ordered probit.

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