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Artificial neural networks and the cross-section of equity returns: identifying nonlinear opportunities on the Johannesburg Stock Exchange

This study investigates the potential of Artificial Neural Networks (ANNs) to forecast stock returns on the Johannesburg Stock Exchange (JSE) using fundamental and technical factors. The optimal neural network architecture is explored, considering varying model depths and node counts. The activation...

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Bibliographic Details
Main Author: Reed, Joshua
Other Authors: van Rensburg, Paul
Format: Thesis
Language:English
English
Published: Department of Finance and Tax 2026
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