Integrating prediction in mean-variance portfolio optimization
Year of publication: |
2023
|
---|---|
Authors: | Butler, Andrew ; Kwon, Roy H. |
Subject: | Data-driven optimization | Differentiable neural networks | Mean-variance optimization | Regression | Neuronale Netze | Neural networks | Portfolio-Management | Portfolio selection | Theorie | Theory | Mathematische Optimierung | Mathematical programming | Regressionsanalyse | Regression analysis | Prognoseverfahren | Forecasting model |
-
Hong, Wei-Chiang, (2007)
-
Asset return prediction via machine learning
Zhang, Liangliang, (2019)
-
Application of machine learning in algorithmic investment strategies on global stock markets
Grudniewicz, Jan, (2023)
- More ...
-
Covariance estimation for risk-based portfolio optimization : an integrated approach
Butler, Andrew, (2021)
-
Gradient boosting for convex cone predict and optimize problems
Butler, Andrew, (2023)
-
Butler, Andrew, (2014)
- More ...