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Uncovering Sociological Effect Heterogeneity Using Tree-Based Machine Learning

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Individuals do not respond uniformly to treatments, such as events or interventions. Sociologists routinely partition samples into subgroups to explore how the effects of treatments vary by selected covariates, such as race and gender, on the basis of theoreti... ...