Dataset with Risk estimates of major currency pairs on the Forex market

Description

This dataset includes Value at Risk (VaR) and Expected Shortfall (ES) estimations of the major currency pairs on the Forex market. Notably, it provides daily VaR and ES estimates for the AUDUSD, EURCAD, EURCHF, EURUSD, GBPUSD, and USDJPY FX assets for January 2021 to September 2022. The reported risk estimates were calculated by various parametric and non-parametric models, including Variance-Covariance (VS), Historical Simulation (HS), Monte Carlo (MC), and Garch(1,1) at both 95% and 99% confidence levels. To enable model evaluation, the last column of each CSV file, named pnl, provides the actual daily returns of the FX asset. The data and code used to create this dataset are available at Zenodo and INFINITECH Marketplace, respectively.

Resources

Name Format Description Link
0 http://data.europa.eu/88u/dataset/oai-zenodo-org-7498779
0 http://data.europa.eu/88u/dataset/oai-zenodo-org-7498779
0 http://data.europa.eu/88u/dataset/oai-zenodo-org-7498779
0 http://data.europa.eu/88u/dataset/oai-zenodo-org-7498779
0 http://data.europa.eu/88u/dataset/oai-zenodo-org-7498779
0 http://data.europa.eu/88u/dataset/oai-zenodo-org-7498779
0 http://data.europa.eu/88u/dataset/oai-zenodo-org-7498779

Tags

  • value-at-risk,-expected-shortfall,-forex,-risk-estimation

Topics

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