Risk Measure Calculation in Financial TS
Overview
Enables the user to calculate Value at Risk (VaR) and Expected Shortfall (ES) by means of various parametric and semiparametric GARCH-type models. For the latter the estimation of the nonparametric scale function is carried out by means of a data-driven smoothing approach. Model quality, in terms of forecasting VaR and ES, can be assessed by means of various backtesting methods such as the traffic light test for VaR and a newly developed traffic light test for ES. The approaches implemented in this package are described in e.g. Feng Y., Beran J., Letmathe S. and Ghosh S. (2020) https://ideas.repec.org/p/pdn/ciepap/137.html as well as Letmathe S., Feng Y. and Uhde A. (2021) https://ideas.repec.org/p/pdn/ciepap/141.html.
Install
Health
- OK13 OK2026-08-04
- NOTE12 OK, 1 NOTE2026-08-01
- OK14 OK2026-03-10
Documentation
- Help pages
- 9includes a package overview page
- Examples that run
- 50%2 run in a plain check · 2 only when donttest examples are enabled (R CMD check --as-cran)
- Exported functions with examples
- 100%
- Documented parameters
- 73%
- Return-value docs
- 100%
- Help pages citing references
- 56%
Downloads
Dependencies
Installing ufRisk adds 57 packages (31 with compiled code, 33 MB of source tarballs). Heaviest: ggplot2 6.0 MB, mclust 2.7 MB, rugarch 2.6 MB.
Code & Tests
Datasets
People & History
Pick two releases to compare their code metrics.
- RR 4.6.0 released · 2026-04-24
- RR 4.5.0 released · 2025-04-11
- RR 4.4.0 released · 2024-04-24
- 1.0.7Latest
- RR 4.3.0 released · 2023-04-21
- 1.0.62022-06-19 · diff ↗
- 1.0.52022-06-12 · diff ↗
- RR 4.2.0 released · 2022-04-22
- 1.0.42022-03-29 · diff ↗
- 1.0.32022-03-06 · diff ↗
- 1.0.22022-02-22 · diff ↗
- 1.0.12022-01-13 · diff ↗
- 1.0.02022-01-11
- RR 4.1.0 released · 2021-05-18
Package metadata
- First published
- 2022-01-11
- Total releases
- 8 / 4 yrs
- License
- GPL-3 OSI
- Minimum R
- ≥ 2.10
- Bundled data
- 286 KB / 2 files
- Download size
- 359 KB
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