Machine learning risk models
Year of publication: |
2019
|
---|---|
Authors: | Kakushadze, Zura ; Yu, Willie |
Published in: |
Journal of risk & control. - Christchurch, New Zealand : Scientific Press International Limited, ISSN 2056-3701, ZDB-ID 2818578-X. - Vol. 6.2019, 1, p. 37-64
|
Subject: | machine learning | risk model | clustering | k-means | statistical risk models | covariance | correlation | variance | cluster number | risk factor | optimization | regression | mean-reversion | factor loadings | principal component | industry classification | quant | trading | dollar-neutral | alpha | signal | backtest | Künstliche Intelligenz | Artificial intelligence | Portfolio-Management | Portfolio selection | Risikomanagement | Risk management | Korrelation | Correlation | Clusteranalyse | Cluster analysis | Risiko | Risk | CAPM | Prognoseverfahren | Forecasting model | Risikomodell | Risk model |
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