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About AAA Improving the prediction of asset returns with machine learning by using a custom loss
The document discusses improving the prediction of asset returns using machine learning models with custom loss functions. It reviews literature on common and custom loss functions, including mean squared error and examples of asymmetric losses. The paper then proposes developing custom loss functions that account for the asymmetric impact of prediction errors on investment decisions when predicting asset returns.
Detailed Information
Author: | ['Ma Vee'] |
---|---|
Publication Year: | 2023 |
Pages: | 25 |
Language: | English |
Format: | |
Price: | FREE |
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