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q-fin.ST2025
Regression and Forecasting of U.S. Stock Returns Based on LSTM
Shicheng Zhou, Zizhou Zhang, Rong Zhang +3
This paper analyses the investment returns of three stock sectors, Manuf, Hitec, and Other, in the U.S. stock market, based on the Fama-French three-factor model, the Carhart four-…
q-fin.ST2024★ 4 cited
A K-means Algorithm for Financial Market Risk Forecasting
Jinxin Xu, Kaixian Xu, Yue Wang +2
Financial market risk forecasting involves applying mathematical models, historical data analysis and statistical methods to estimate the impact of future market movements on inves…