2025-2026 UH Mānoa Catalog
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ECON 427 - Introduction to Econometrics II: Prediction and Causal Inference
Credits: 3
Prediction types, error measures, training and test data, cross validation, machine learning, regression trees, random forests, boosting, classification, forecasting time series, modelbased versus design-based causality, potential outcomes framework, matching, difference-in-differences, panel data, synthetic controls.
Prerequisites: ECON 425 (with a minimum grade of B- or better).
Grade Option: A-F only.
General Education Designation(s): DS
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