Detection of false investment strategies using unsupervised learning methods
Year of publication: |
2019
|
---|---|
Authors: | López de Prado, Marcos M. ; Lewis, Michael J. |
Subject: | Backtest overfitting | Machine learning | Multiple testing | Quantitative investments | Selection bias | Künstliche Intelligenz | Artificial intelligence | Portfolio-Management | Portfolio selection | Statistischer Test | Statistical test | Anlageverhalten | Behavioural finance | Finanzanalyse | Financial analysis | Systematischer Fehler | Bias | Kapitalanlage | Financial investment | Lernprozess | Learning process | Theorie | Theory |
-
A Q-learning approach for investment decisions
Varela, Martín, (2016)
-
The search for time-series predictability-based anomalies
Ospina-Holguín, Javier Humberto, (2022)
-
Stock portfolio design and backtest overfitting
Bailey, David H., (2017)
- More ...
-
Confidence and Power of the Sharpe Ratio under Multiple Testing
Lopez de Prado, Marcos, (2019)
-
Detection of False Investment Strategies Using Unsupervised Learning Methods
Lopez de Prado, Marcos, (2019)
-
Lloyd-Jones, Roger, (1988)
- More ...