A DuckDB extension for statistical regression analysis, providing OLS, Ridge, WLS, and time-series regression capabilities with complete diagnostics and inference directly in SQL.
Maintainer(s):
sipemu
Installing and Loading
INSTALL anofox_statistics FROM community;
LOAD anofox_statistics;
Added Functions
| function_name | function_type | description | comment | examples |
|---|---|---|---|---|
| aic | scalar | NULL | NULL | |
| aid_agg | aggregate | NULL | NULL | |
| aid_anomaly_agg | aggregate | NULL | NULL | |
| alm_fit_agg | aggregate | NULL | NULL | |
| anofox_stats_aic | scalar | NULL | NULL | |
| anofox_stats_aid_agg | aggregate | NULL | NULL | |
| anofox_stats_aid_anomaly_agg | aggregate | NULL | NULL | |
| anofox_stats_alm_fit_agg | aggregate | NULL | NULL | |
| anofox_stats_bic | scalar | NULL | NULL | |
| anofox_stats_bls_fit_agg | aggregate | NULL | NULL | |
| anofox_stats_elasticnet_fit | scalar | NULL | NULL | |
| anofox_stats_elasticnet_fit_agg | aggregate | NULL | NULL | |
| anofox_stats_elasticnet_fit_predict | aggregate | NULL | NULL | |
| anofox_stats_jarque_bera | scalar | NULL | NULL | |
| anofox_stats_jarque_bera_agg | aggregate | NULL | NULL | |
| anofox_stats_nnls_fit_agg | aggregate | NULL | NULL | |
| anofox_stats_ols_fit | scalar | NULL | NULL | |
| anofox_stats_ols_fit_agg | aggregate | NULL | NULL | |
| anofox_stats_ols_fit_predict | aggregate | NULL | NULL | |
| anofox_stats_ols_predict_agg | aggregate | NULL | NULL | |
| anofox_stats_poisson_fit_agg | aggregate | NULL | NULL | |
| anofox_stats_predict | scalar | NULL | NULL | |
| anofox_stats_residuals_diagnostics | scalar | NULL | NULL | |
| anofox_stats_residuals_diagnostics_agg | aggregate | NULL | NULL | |
| anofox_stats_ridge_fit | scalar | NULL | NULL | |
| anofox_stats_ridge_fit_agg | aggregate | NULL | NULL | |
| anofox_stats_ridge_fit_predict | aggregate | NULL | NULL | |
| anofox_stats_rls_fit | scalar | NULL | NULL | |
| anofox_stats_rls_fit_agg | aggregate | NULL | NULL | |
| anofox_stats_rls_fit_predict | aggregate | NULL | NULL | |
| anofox_stats_vif | scalar | NULL | NULL | |
| anofox_stats_vif_agg | aggregate | NULL | NULL | |
| anofox_stats_wls_fit | scalar | NULL | NULL | |
| anofox_stats_wls_fit_agg | aggregate | NULL | NULL | |
| anofox_stats_wls_fit_predict | aggregate | NULL | NULL | |
| bic | scalar | NULL | NULL | |
| bls_fit_agg | aggregate | NULL | NULL | |
| elasticnet_fit | scalar | NULL | NULL | |
| elasticnet_fit_agg | aggregate | NULL | NULL | |
| elasticnet_fit_predict | aggregate | NULL | NULL | |
| jarque_bera | scalar | NULL | NULL | |
| jarque_bera_agg | aggregate | NULL | NULL | |
| nnls_fit_agg | aggregate | NULL | NULL | |
| ols_fit | scalar | NULL | NULL | |
| ols_fit_agg | aggregate | NULL | NULL | |
| ols_fit_predict | aggregate | NULL | NULL | |
| ols_predict_agg | aggregate | NULL | NULL | |
| poisson_fit_agg | aggregate | NULL | NULL | |
| residuals_diagnostics | scalar | NULL | NULL | |
| residuals_diagnostics_agg | aggregate | NULL | NULL | |
| ridge_fit | scalar | NULL | NULL | |
| ridge_fit_agg | aggregate | NULL | NULL | |
| ridge_fit_predict | aggregate | NULL | NULL | |
| rls_fit | scalar | NULL | NULL | |
| rls_fit_agg | aggregate | NULL | NULL | |
| rls_fit_predict | aggregate | NULL | NULL | |
| vif | scalar | NULL | NULL | |
| vif_agg | aggregate | NULL | NULL | |
| wls_fit | scalar | NULL | NULL | |
| wls_fit_agg | aggregate | NULL | NULL | |
| wls_fit_predict | aggregate | NULL | NULL |