Trend and Volatility Analysis of Shanghai Composite Index Returns Based on ARMA and LSTM Model

This paper takes the daily return rate of the Shanghai Composite Index as a sample to establish the ARMA-LSTM (Long Short-Term Memory) model for the Shanghai Composite Index. It compares the fitting effect of ARMA model on the volatility of the Shanghai Composite Index under different distribution a...

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Bibliographic Details
Main Author: Wenting Ma
Format: Article
Language:English
Published: Tamkang University Press 2025-07-01
Series:Journal of Applied Science and Engineering
Subjects:
Online Access:http://jase.tku.edu.tw/articles/jase-202603-29-03-0010
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