--- title: "Methodology, controls and result interpretation" output: rmarkdown::html_vignette vignette: > %\VignetteIndexEntry{Methodology, controls and result interpretation} %\VignetteEngine{knitr::rmarkdown} %\VignetteEncoding{UTF-8} --- ```{r, include=FALSE} knitr::opts_chunk$set(collapse = TRUE, comment = "#>") ``` The pipeline calculates credit SA and IRB, CRM, CCR/SFT/CCP, CVA, securitisation, settlement, large exposures, market and operational risk, capital constraints, IRRBB/CSRBB and ICAAP. A Standardised shadow view supplies the output-floor denominator. Applied and fully-loaded rule sets use the same official bitemporal snapshot. ```{r, eval=FALSE} library(riskweightedassets) result <- calculate_tables(generate_synthetic_tables()) names(result$results) result$controls ``` Every result table adds run, formula-version, reporting date, knowledge time, rule set, view and official-status metadata. A successful reference result has no validation errors and every reconciliation control passes. Production use still requires independent legal, data, model and reporting governance.