Seeking better Sharpe ratio via Bayesian optimization

Developing an excellent quantitative trading strategy to obtain a high Sharpe ratio requires optimizing several parameters at the same time. Example parameters include the window length of a moving average sequence, the choice of trading instruments, and the thresholds used to generate trading signa...

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Bibliographic Details
Main Author: LIU, Peng
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2023
Subjects:
Online Access:https://ink.library.smu.edu.sg/lkcsb_research/7472
https://ink.library.smu.edu.sg/context/lkcsb_research/article/8471/viewcontent/seeking_better_sharpe.pdf
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Institution: Singapore Management University
Language: English