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...

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Xehetasun bibliografikoak
Egile nagusia: Chan-Lau, Jorge
Formatua: Aldizkaria
Hizkuntza:English
Argitaratua: Washington, D.C. : International Monetary Fund, 2017.
Saila:IMF Working Papers; Working Paper ; No. 2017/108
Sarrera elektronikoa:Full text available on IMF