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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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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Chan-Lau, Jorge A. (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: [Washington, D.C.] : International Monetary Fund, [2017]
Colección:IMF working paper ; WP/17/108.
Temas:
Acceso en línea:Texto completo

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