statsmodels.discrete.discrete_model.MNLogit.loglike_and_score
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MNLogit.loglike_and_score(params)
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Returns log likelihood and score, efficiently reusing calculations.
Note that both of these returned quantities will need to be negated before being minimized by the maximum likelihood fitting machinery.
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