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Manual for the marginaleffects R and Python package, and guide to the book "Model to Meaning". Use when users ask about predictions, comparisons, slopes, marginal effects, average treatment effects (ATE/ATT/CATE), hypothesis testing, contrasts, counterfactuals, risk ratios, odds ratios, causal inference with G-computation, or need help with marginaleffects functions like predictions(), comparisons(), slopes(), hypotheses(), datagrid(), avg_predictions(), avg_comparisons(), avg_slopes(), or plot functions.

Install

npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill marginaleffects -a claude-code

Installs to .claude/skills/marginaleffects/ · Each command fetches the skill straight from GitHub with the open skills CLI.

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