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...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awdur: Chan-Lau, Jorge
Fformat: Cylchgrawn
Iaith:English
Cyhoeddwyd: Washington, D.C. : International Monetary Fund, 2017.
Cyfres:IMF Working Papers; Working Paper ; No. 2017/108
Mynediad Ar-lein:Full text available on IMF