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LaLonde Job Training — Treatment Effect In Minutes

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What's in the report?

SPEC-BLOCKED (objective requires columns age and education for covariate adjustment): The stated objective explicitly mandates adjusting for baseline covariates (age, education, prior earnings), but the dataset contains only [state, total_emp_feb, total_emp_nov]. Age and education columns are absent. Treatment-effect regression with the specified covariate adjustment cannot proceed. Dataset augmentation (add age and education columns) or objective reframing (simple pre-post earnings comparison without covariates) is required to unblock.

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