Completing the Market : Generating Shadow CDS Spreads by Machine Learning /

We compared the predictive performance of a series of machine learning and traditional methods for monthly CDS spreads, using firms' accounting-based, market-based and macroeconomics variables for a time period of 2006 to 2016. We find that ensemble machine learning methods (Bagging, Gradient B...

Cur síos iomlán

Sonraí bibleagrafaíochta
Príomhchruthaitheoir: Hu, Nan
Rannpháirtithe: Li, Jian, Meyer-Cirkel, Alexis
Formáid: IRIS
Teanga:English
Foilsithe / Cruthaithe: Washington, D.C. : International Monetary Fund, 2019.
Sraith:IMF Working Papers; Working Paper ; No. 2019/292
Rochtain ar líne:Full text available on IMF