ML-QuantSubscribe

SSRNEconometrics & Forecasting

A Dynamic Regime-Switching Model Using Gated Recurrent Straight-Through Units

The Gated Recurrent Straightthrough Unit (GRSTU), a new deep learning model, outperforms statistical jump models in identifying regime changes in the S&P500 index, especially with smaller datasets.

Featured in No. 47 on 1 May 2024 · 2 days after release · 6 citations today

Released
29 Apr 2024
First featured
No. 47 · 1 May 2024
Citations (Semantic Scholar)
6
Influential citations
0
Published in
Not yet, as far as Semantic Scholar knows
Shares when featured
143
Identifier
SSRN 4810879

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