ML-QuantSubscribe

SSRNTrading, Microstructure & Execution

Improving Deep Learning of Alpha Term Structures from the Order Book

The article evaluates the efficiency of four deep learning models in predicting high-frequency returns in equities, emphasizing the role of network structure, input choice, and time inclusion.

Featured in No. 42 on 27 Mar 2024 · 4 days after release · 3 citations today

Released
23 Mar 2024
First featured
No. 42 · 27 Mar 2024
Citations (Semantic Scholar)
3
Influential citations
0
Published in
Not yet, as far as Semantic Scholar knows
Shares when featured
125
Identifier
SSRN 4770476

Citations and venue from Semantic Scholar (ODC-BY), refreshed weekly. Summary: Quant Letter (CC BY 4.0).

    Type to search. Try rough volatility, LLM agents or FinGPT.

    ↑↓ move↵ openesc closeFull search page