Lasso Regressions and Forecasting Models in Applied Stress Testing /
Model selection and forecasting in stress tests can be facilitated using machine learning techniques. These techniques have proved robust in other fields for dealing with the curse of dimensionality, a situation often encountered in applied stress testing. Lasso regressions, in particular, are well...
| מחבר ראשי: | |
|---|---|
| פורמט: | כתב-עת |
| שפה: | English |
| יצא לאור: |
Washington, D.C. :
International Monetary Fund,
2017.
|
| סדרה: | IMF Working Papers; Working Paper ;
No. 2017/108 |
| גישה מקוונת: | Full text available on IMF |