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...
| 第一著者: | |
|---|---|
| その他の著者: | , |
| フォーマット: | 雑誌 |
| 言語: | English |
| 出版事項: |
Washington, D.C. :
International Monetary Fund,
2019.
|
| シリーズ: | IMF Working Papers; Working Paper ;
No. 2019/292 |
| オンライン･アクセス: | Full text available on IMF |