Machine learning and the yield curve : tree-based macroeconomic regime switching
Year of publication: |
October 8, 2024 ; This Draft: October 8, 2024
|
---|---|
Authors: | Bie, Siyu ; He, Jingyu ; Diebold, Francis X. ; Li, Junye |
Publisher: |
Philadelphia, PA : Penn Institute for Economic Research, Department of Economics, University of Pennsylvania |
Subject: | Decision Tree | Macro-Finance | Term Structure | Regime Switching | Dynamic Nelson-Siegel Model | Bayesian Estimation | Zinsstruktur | Yield curve | Schätzung | Estimation | Theorie | Theory | Markov-Kette | Markov chain | Bayes-Statistik | Bayesian inference | Künstliche Intelligenz | Artificial intelligence | Prognoseverfahren | Forecasting model | Kapitaleinkommen | Capital income |
Extent: | 1 Online-Ressource (circa 42 Seiten) Illustrationen |
---|---|
Series: | Working papers / Penn Institute for Economic Research. - Philadelphia, Penn., ZDB-ID 2405838-5. - Vol. 24, 028 |
Type of publication: | Book / Working Paper |
Type of publication (narrower categories): | Graue Literatur ; Non-commercial literature ; Arbeitspapier ; Working Paper |
Language: | English |
Source: | ECONIS - Online Catalogue of the ZBW |
-
Kang, Kyu Ho, (2012)
-
Lee, Chang Hoon, (2015)
-
Learning forecast-efficient yield curve factor decompositions with neural networks
Kauffmann, Piero C., (2022)
- More ...
-
Uncommon Factors for Bayesian Asset Clusters
Cong, Lin William, (2022)
-
Sparse Modeling Under Grouped Heterogeneity with an Application to Asset Pricing
Cong, Lin William, (2023)
-
Deep learning in characteristics-sorted factor models
Feng, Guanhao, (2024)
- More ...