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Using Fundamental Analysis and an Ensemble of Classifier Models Along with a Risk-Off Filter to Select Outperforming Companies (Synthesis Lectures on Technology Management & Entrepreneurship)

By: Manuel Moura (Author) , Rui Neves (Author)

Extended Catalogue

Ksh 5,700.00

Format: Hardback or Cased Book

ISBN-10: 3031620607

ISBN-13: 9783031620607

Collection / Series: Synthesis Lectures on Technology Management & Entrepreneurship

Collection Type: Publisher collection

Edition statement: 2025 ed.

Publisher: Springer International Publishing AG

Imprint: Springer International Publishing AG

Country of Manufacture: GB

Country of Publication: GB

Publication Date: Jun 19th, 2024

Publication Status: Active

Product extent: 71 Pages

Product Classification / Subject(s): Economic theory & philosophy
Investment & securities
Applied mathematics
Artificial intelligence

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The risk adjusted performance of the final model, supported by the risk-off filter, achieves a Sharpe ratio of 1.63 which surpasses both the model’s performance without the filter that delivers Sharpe ratio of 1.41 and the one from the S&P500 index of 0.80.

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