Expected Shortfall Backtest
Expected shortfall (ES) provides an estimate of the expected loss on days when there is a VaR failure. For more information, seeesbacktest
,esbacktestbysim
, andesbacktestbyde
.
Objects
esbacktest |
Createesbacktest object to run suite of table-based expected shortfall (ES) backtests by Acerbi and Szekely |
esbacktestbysim |
Createesbacktestbysim object to run simulation-based suite of expected shortfall (ES) backtests by Acerbi and Szekely |
esbacktestbyde |
Createesbacktestbyde object to run suite of Du and Escanciano expected shortfall (ES) backtests |
Functions
Examples and How To
- Expected Shortfall (ES) Backtesting Workflow with No Model Distribution Information
This example shows an expected shortfall (ES) backtesting workflow with no model distribution information and the use of
esbacktest
object. - Expected Shortfall (ES) Backtesting Workflow Using Simulation
This example shows an expected shortfall (ES) backtesting workflow using simulation and the use of
esbacktestbysim
object. - Workflow for Expected Shortfall (ES) Backtesting by Du and Escanciano
这个例子显示了使用Du-E工作流scanciano (DE) expected shortfall (ES) backtests and demonstrates a fixed test window for a single DE model with multiple VaR levels.
- Rolling Windows and Multiple Models for Expected Shortfall (ES) Backtesting by Du and Escanciano
这个例子显示了使用Du-E工作流scanciano (DE) expected shortfall (ES) backtests for rolling window analyses and testing multiple VaR/ES models.
- Expected Shortfall Estimation and Backtesting
This example shows how to perform estimation and backtesting of Expected Shortfall models.
Concepts
- Overview of Expected Shortfall Backtesting
Use multiple Expected Shortfall Backtesting tools for assessing VaR models.