This vignette is the task-oriented index for the complete public API of riskweightedassets 1.1.1. Every public function is listed below. Detailed arguments, return values, formulas, controls and runnable examples are provided by the corresponding R help page, for example help("sa_exposure_value", package = "riskweightedassets").
The API separates individual formulas from portfolio orchestration so that a bank analyst can inspect an input, select a rule set, apply a governed parameter override, reproduce a metric and inspect the resulting control trail. Formula structure itself remains version-controlled code; runtime parameter changes are accepted only through the explicit override interface.
| Function | Analyst purpose |
|---|---|
calculate_tables() |
Calculate applied and fully-loaded views from 68 canonical in-memory tables. |
calculate_dataset() |
Validate and calculate a versioned workbook dataset and write controlled outputs. |
validate_dataset() |
Validate a workbook dataset without running the calculation engines. |
| Function | Analyst purpose |
|---|---|
generate_synthetic_tables() |
Create a complete synthetic bank profile as canonical data frames. |
generate_synthetic_dataset() |
Materialise a synthetic profile as canonical workbooks. |
create_workspace() |
Create a caller-selected, writable reference workspace. |
default_workspace() |
Resolve the configured default workspace without creating it. |
list_reference_profiles() |
List bundled synthetic bank profiles. |
list_reference_datasets() |
List bundled reference-dataset metadata. |
regulatory_sources() |
Inspect official-source URLs, dates, hashes and redistribution status. |
| Function | Analyst purpose |
|---|---|
regulatory_parameters() |
Return the complete effective regulatory parameter table. |
regulatory_parameter() |
Resolve one parameter for explicit dimensions and dates. |
override_regulatory_parameters() |
Apply non-mutating, reasoned and approved parameter overrides. |
parameter_overrides() |
Retrieve the old/new-value audit trail attached to a parameter set or result. |
formula_catalog() |
Inspect formula identifiers, versions and implementation coverage. |
available_rule_sets() |
List available applied and fully-loaded rule sets. |
select_rule_set() |
Resolve one rule set by identifier and effective date. |
table_dictionary() |
Inspect the canonical table inventory. |
table_schema() |
Inspect the field-level contract for one canonical table. |
official_snapshot() |
Select an official bitemporal snapshot reproducibly. |
| Function | Analyst purpose |
|---|---|
rwa_metrics() |
Return all headline metrics from a calculation result. |
rwa_metric() |
Retrieve one named metric with strict name checking. |
rwa_result_tables() |
Return all detailed result tables. |
rwa_result_table() |
Retrieve one detailed result table by name. |
rwa_table_names() |
List detailed result-table names. |
rwa_controls() |
Return the complete reconciliation and control table. |
failed_controls() |
Return only controls that did not pass. |
rwa_validation() |
Return the structured validation report. |
compare_calculation_views() |
Compare applied and fully-loaded metrics. |
rwa_summary() |
Produce a compact analyst summary of metrics, controls and overrides. |
Each domain function extracts the relevant metrics, tables and controls into a rwa_domain_analysis object without rerunning the calculation.
| Function | Domain |
|---|---|
analyze_credit_risk() |
Standardised and IRB credit risk, CRM and exposure results. |
analyze_counterparty_risk() |
Counterparty credit risk, SFT, CCP, CVA and settlement risk. |
analyze_securitisation() |
Securitisation approach selection and tranche calculations. |
analyze_market_risk() |
Legacy and FRTB market-risk views. |
analyze_operational_risk() |
Business indicator and operational-risk requirement. |
analyze_output_floor() |
Shadow standardised TREA, floor factor and uplift. |
analyze_capital_adequacy() |
Own funds, ratios, buffers, leverage, MREL and TLAC. |
analyze_irrbb() |
EVE, NII, CSRBB and outlier-test measures. |
analyze_icaap() |
Economic capital, diversification and normative projections. |
| Function | Formula unit |
|---|---|
sa_exposure_value() |
On- and off-balance-sheet exposure value before CRM. |
sa_risk_weight() |
Standardised credit-risk weight selection. |
real_estate_risk_weight() |
Property exposure risk weight using class and ETV attributes. |
crm_maturity_factor() |
Maturity mismatch adjustment for eligible protection. |
crm_adjusted_exposure() |
Comprehensive-method exposure after haircuts and protection. |
| Function | Formula unit |
|---|---|
irb_asset_correlation() |
Corporate/institution/sovereign asset correlation. |
irb_retail_correlation() |
Retail asset correlation by retail subtype. |
irb_maturity_coefficient() |
PD-dependent maturity coefficient. |
irb_maturity_factor() |
Effective-maturity adjustment. |
irb_capital_requirement() |
IRB unexpected-loss capital requirement and risk weight. |
| Function | Formula unit |
|---|---|
sa_ccr_multiplier_value() |
SA-CCR PFE multiplier. |
sa_ccr_exposure_value() |
SA-CCR exposure at default. |
sft_exposure_value() |
SFT comprehensive-method exposure value. |
cva_basic_approach_capital() |
Basic-approach CVA capital requirement. |
settlement_risk_factor() |
Settlement-delay risk factor. |
securitisation_irb_pool_capital() |
IRB pool capital input for SEC-IRBA. |
securitisation_sa_pool_capital() |
Standardised pool capital input for SEC-SA. |
securitisation_ssfa_coefficient() |
Supervisory formula coefficient. |
securitisation_ssfa_risk_weight() |
SSFA tranche risk weight. |
securitisation_irba_p() |
SEC-IRBA supervisory parameter. |
securitisation_erba_risk_weight() |
SEC-ERBA risk weight from rating and maturity. |
securitisation_risk_weight() |
Governed hierarchy, floor and cap for tranche risk weight. |
| Function | Formula unit |
|---|---|
business_indicator_component() |
Marginal-coefficient business indicator component. |
applicable_output_floor_factor() |
Transitional or fully-loaded output-floor factor. |
apply_output_floor() |
Maximum of unfloored and floored TREA. |
npe_unsecured_coverage_factor() |
Minimum unsecured NPE coverage factor. |
npe_secured_coverage_factor() |
Minimum secured NPE coverage factor. |
tier2_eligible_amount() |
Amortised eligibility of a Tier 2 instrument. |
| Function | Formula unit |
|---|---|
irrbb_scenario_shock() |
Scenario shock by tenor and currency parameters. |
irrbb_shocked_zero_rate() |
Shocked, floored zero rate. |
present_value_discount_factor() |
Discount factor from zero rate and maturity. |
aggregate_correlated_capital() |
Capital aggregation under a correlation matrix. |
frtb_scenario_correlation() |
FRTB correlation under low, medium or high scenario. |
frtb_quadratic_charge() |
Quadratic sensitivity charge with correlation safeguards. |
The package also registers five documented S3 methods. Users normally invoke the generic rather than calling the method directly.
| Method | Behaviour |
|---|---|
print.rwa_calculation_result() |
Print a concise calculation status and headline summary. |
print.rwa_domain_analysis() |
Print one domain-analysis summary. |
print.rwa_validation_report() |
Print validation counts and issues. |
as.data.frame.rwa_validation_report() |
Convert validation issues to a stable data-frame contract. |
print.rwa_workspace() |
Print resolved workspace paths. |
library(riskweightedassets)
tables <- generate_synthetic_tables(bank_profile = "KSA_BANK")
overrides <- data.frame(
parameter_key = "SA_RW",
dimension_1 = "CORPORATE",
dimension_2 = "UNRATED",
parameter_value = 0.40
)
adjusted_tables <- override_regulatory_parameters(
tables,
overrides,
reason = "Approved sensitivity scenario SCN-2026-09",
approved_by = "Model Risk Committee decision 2026-09-14"
)
result <- calculate_tables(adjusted_tables)
rwa_summary(result)
failed_controls(result)
parameter_overrides(result)
analyze_credit_risk(result)The package is a transparent analytical reference implementation. Use with a real institution requires independent legal interpretation, data governance, model validation, change approval and regulatory reporting controls.