anofox-statistics-plotting

Plot-ready outputs of the anofox_statistics DuckDB extension: the anofox integration contract's long-table schemas (terms, summary, obs, prediction, curve, test), which table macro produces each one, their columns, how to discover producers with duckdb_functions() tags (anofox.contract, anofox.output) and anofox_contract_version(), and how to hand the tables to the anofox-visualization extension (anofox_plot_terms, anofox_plot_prediction, anofox_plot_curve, anofox_plot_summary, anofox_plot_obs, anofox_plot_diagnostics, anofox_plot). Covers coefficient forests (tidy_by), model comparison (glance_by), residual / influence plots (augment_by), fitted lines with bands and marginal effects (prediction_by, effects_by), rolling coefficients (rolling_tidy_by), regularisation paths and CV curves, quantile process, ROC / PR / calibration curves, Kaplan-Meier curves, ACF / PACF and post-hoc test tables. Also GLMM tables (glmm_tidy_by ran_vals for caterpillar plots), mediation_by, ols_anova_by, nested-CV curves and LOO columns. Use when the user wants to make a model or test result plottable, asks "which table do I need for this chart", wants long / tidy tables instead of STRUCTs, or wants to combine several models or groups into one plot.