ED 201G

Applied Causal Inference

University of California Santa Barbara · UGRD · Fall 2026

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Introduces a set of quasi-experimental approaches for estimating causal inferences in educational research. Methods explored include: fixed effects, instrumental variables, difference-in-difference estimators, regression discontinuity, and propensity score matching. Students will apply these techniques using large-scale datasets.

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Class #california_santa_barbara-3010Fall 2026UGRD
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