| active_rows_by_date | Match event dates to active portfolio periods |
| add_observed_experience | Deprecated alias for 'add_portfolio_experience()' |
| add_portfolio_experience | Add portfolio experience to a rating table |
| add_prediction | Add model predictions to a pricing data set |
| add_rebasing | Rebase categorical tariff relativities to a reference level |
| add_relativities | Add sublevel relativities to a refinement workflow |
| add_restriction | Add coefficient restrictions to a refinement workflow |
| add_shrinkage | Shrink categorical tariff relativities towards a common level |
| add_smoothing | Smooth grouped tariff relativities in a refinement workflow |
| add_tariff_segments | Add derived tariff segments to portfolio data |
| as_gt | Convert an object to a gt table |
| as_gt.refinement_audit | Present a refinement audit as a gt table |
| assess_excess_threshold | Assess possible excess-loss thresholds |
| audit_refinement | Audit the effect of a fitted model refinement |
| autoplot.bootstrap_performance | Plot the resampled performance distribution |
| autoplot.check_residuals | Inspect simulation-based residual uniformity |
| autoplot.factor_analysis | Plot observed portfolio experience by risk factor |
| autoplot.rating_refinement | Inspect a model refinement step |
| autoplot.rating_table | Compare fitted risk-factor effects graphically |
| autoplot.tariff_effect | Inspect smooth risk-factor effects and tariff-segment... |
| autoplot.truncated_severity | Plot a fitted truncated severity distribution |
| biggest_reference | Deprecated alias for 'set_reference_level()' |
| bootstrap_coefficients | Assess GLM coefficient stability by portfolio-row bootstrap |
| bootstrap_performance | Assess performance stability under repeated resampling |
| bootstrap_rmse | Deprecated alias for 'bootstrap_performance()' |
| calibrate_model | Calibrate the overall level of a refined pricing model |
| cash-.rating_table | Backward-compatible access to rating-table contents |
| check_overdispersion | Check overdispersion of a Poisson claim frequency model |
| check_residuals | Check simulation-based model residuals |
| construct_model_points | Deprecated alias for 'rating_grid()' |
| construct_tariff_classes | Deprecated alias for 'derive_tariff_segments()' |
| default_extrapolation_break_size | Default extrapolation break size based on existing tariff... |
| derive_tariff_segments | Derive candidate tariff segments from a smooth risk-factor... |
| edit_smoothing | Edit a smoothing curve in a refinement workflow |
| extract_model_data | Recover the portfolio data used by a fitted model |
| factor_analysis | Summarise observed portfolio experience by risk factor |
| fisher | Deprecated alias for 'fisher_classify()' |
| fisher_classify | Fisher's natural breaks classification |
| fit_gam | Deprecated NSE wrapper for 'risk_factor_gam()' |
| fit_truncated_dist | Deprecated alias for 'fit_truncated_severity()' |
| fit_truncated_severity | Fit severity distributions to truncated claim data |
| histbin | Deprecated alias for 'outlier_histogram()' |
| make_stars | Convert p-values into significance stars |
| merge_date_ranges | Reduce portfolio periods by merging adjacent date ranges |
| merge_date_ranges_db | Merge connected portfolio periods in DuckDB |
| model_data | Deprecated alias for 'extract_model_data()' |
| model_performance | Compare fitted GLMs using common performance measures |
| MTPL | Motor Third Party Liability (MTPL) portfolio |
| MTPL2 | Motor Third Party Liability (MTPL) portfolio (3,000... |
| outlier_histogram | Portfolio histogram with tail bins |
| period_to_months | Deprecated alias for 'split_periods_to_months()' |
| plot_severity_distribution | Exploratory severity diagnostics by category |
| premium_change | Interpret the premium effect of a smoothing curve |
| prepare_refinement | Prepare a model refinement workflow |
| rating_factors | Deprecated alias for 'rating_table()' |
| rating_factors2 | Deprecated single-model rating table helper |
| rating_grid | Construct observed rating-grid points |
| rating_grid_db | Reduce a database portfolio to observed rating-grid points |
| rating_table | Present fitted pricing-model effects as a rating table |
| redistribute_excess_loss | Redistribute large losses for severity or risk-premium... |
| reduce | Deprecated alias for 'merge_date_ranges()' |
| reexports | Objects exported from other packages |
| refit | Fit a prepared refinement specification |
| refit_glm | Deprecated refit wrapper |
| relativity_specification | Define sublevel relativity specifications |
| restrict_coef | Deprecated restriction helper |
| rgammat | Simulate severities from a truncated gamma distribution |
| risk_factor_gam | Estimate a smooth effect for a continuous risk factor |
| riskfactor_gam | Deprecated alias for 'risk_factor_gam()' |
| rlnormt | Simulate severities from a truncated lognormal distribution |
| rmse | Calculate response-scale prediction error |
| rows_per_date | Deprecated alias for 'active_rows_by_date()' |
| scale_second_axis | Scale secondary axis for background plotting |
| set_reference_level | Set the reference level of a factor |
| smooth_coef | Deprecated smoothing helper |
| split_periods_to_months | Split portfolio periods into calendar months |
| split_relativities | Deprecated low-level relativity constructor |
| summary.bootstrap_coefficients | Summarise bootstrap coefficient stability |
| summary.excess_redistribution | Summarise redistributed large-loss experience |
| summary.rating_refinement | Summarise a prepared refinement specification |
| summary.refinement_audit | Summarise a refinement audit |
| summary.tariff_segments | Summarise candidate tariff segments |
| univariate | Deprecated alias for 'factor_analysis()' |
| update_formula_add | Create new offset-term and new formula |
| update_glm | Deprecated alias for 'refit_glm()' |
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