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...

সম্পূর্ণ বিবরণ

গ্রন্থ-পঞ্জীর বিবরন
প্রধান লেখক: Chan-Lau, Jorge
বিন্যাস: পত্রিকা
ভাষা:English
প্রকাশিত: Washington, D.C. : International Monetary Fund, 2017.
মালা:IMF Working Papers; Working Paper ; No. 2017/108
অনলাইন ব্যবহার করুন:Full text available on IMF