Machine learning is going to prove a real boon in stock prediction analysis. It almost certainly discovers complicated patterns from huge data sets. However, challenges such as market volatility and the human aspect shall always be present. Nevertheless, there are promising bright futures for the AI...
Explore the intersection of AI and finance. Learn how machine learning algorithms can revolutionize stock market prediction, giving you a competitive edge in trading.
Markus Leippold, Qian Wang, Wenyu Zhou, Machine learning in the Chinese stock market, Journal of Financial Economics, Volume 145, Issue 2, Part A, 2022, Pages 64-82, ISSN 0304-405X, https://doi.org/10.1016/j.jfineco.2021.08.017. ...
(2022). However, LSTM model is more appropriate in short-term stock price forecasting in the field of machine learning. In addition, this method has not been widely used in the Vietnamese market. Furthermore, Vietnam’s stock market was established in 2000, but it has developed rapidly ...
Machine learningBig data analysisPractitioners allocate substantial resources to technical analysis whereas academic theories of market efficiency rule out technical trading profitability. We sdoi:10.2139/ssrn.3233119Brogaard, JonathanZareei, Abalfazl
We add to the emerging literature on empirical asset pricing in the Chinese stock market by building and analyzing a comprehensive set of return prediction factors using various machine learning algorithms. Contrasting previous studies for the US market, liquidity emerges as the most important predictor...
Accurate stock market prediction is of great interest to investors; however, stock markets are driven by volatile factors such as microblogs and news that
With growing interest in advanced statistical approaches (e.g., machine learning, deep learning, time series analysis), event study is becoming less retrospective, and more attempts are aimed at building forecast models that evaluate the future behavior of market value for upcoming events15,16. ...
摘要: We add to the emerging literature on empirical asset pricing in the Chinese stock market by building and analyzing a comprehensive set of return prediction fact关键词: Chinese stock market factor investing machine learning model selection ...
Machine learning has many applications, one of which is to forecast time series. One of the most interesting (or perhaps most profitable) time series to predict are, arguably, stock prices. Recently…