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statsmodels.discrete.discrete_model.Logit/Probit and pylogit handle most LIMDEP tasks. Zero cost, extensive libraries.

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Students and practitioners who want a dedicated, menu-driven econometrics package that is free and powerful.

Used for custom maximum likelihood estimations. Python (Statsmodels & Lifelines)