IEOR E4544

Statistical Methods for Analytics

Columbia University in the City of New York · UGRD · Fall 2026

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Focus on advanced statistical techniques for a career in data science or business analytics. Covers the use of writing probabilistic models for data-generating processes, using Bayesian Methods/MCMC to solve such problems. Emphasizes problem identification and general problem-solving tools. Special Topics: Survival Analysis, Missing Data, Robust Statistics, Sequential Analysis, Multiple Testing. Assignments are case-based

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Class #columbia_in_city_new_york-IEORE4544Fall 2026UGRD3.00 credits
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