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Application of artificial intelligence in stock market forecasting: a critique, review, and research agenda
The stock market is characterized by extreme fluctuations, non-linearity, and shifts in internal
and external environmental variables. Artificial intelligence (AI) techniques can detect such …
and external environmental variables. Artificial intelligence (AI) techniques can detect such …
Fractional neuro-sequential ARFIMA-LSTM for financial market forecasting
Forecasting of fast fluctuated and high-frequency financial data is always a challenging
problem in the field of economics and modelling. In this study, a novel hybrid model with the …
problem in the field of economics and modelling. In this study, a novel hybrid model with the …
Presidential elections and stock return volatility: evidence from selected sub-Saharan African stock markets
Purpose This paper aims to investigate the effect of presidential elections on stock return
volatility in five leading stock markets in sub-Saharan Africa. Design/methodology/approach …
volatility in five leading stock markets in sub-Saharan Africa. Design/methodology/approach …
Volatility forecasts of stock index futures in China and the US–A hybrid LSTM approach
X Chen, Y Hu - Plos one, 2022 - journals.plos.org
This paper is concerned with the unsolved issue of how to accurately predict the financial
market volatility. We propose a novel volatility prediction method for stock index futures …
market volatility. We propose a novel volatility prediction method for stock index futures …
Does National Culture Matter for Herding Behavior Among Stock Market Investors?
KJ Yii, ZH Soh, LH Chia, K Shiang-Lin Jaslyn… - Advances in Pacific …, 2024 - emerald.com
In the stock market, herding behavior occurs when investors mimic the actions of others in
their investment decisions. As a result, the market becomes inefficient and speculative …
their investment decisions. As a result, the market becomes inefficient and speculative …
Forecasting volatility in international financial markets.
ST Enow - International Journal of Research in Business & …, 2023 - search.ebscohost.com
Modelling volatility using asset price returns has always been at the forefront of financial
economics and option pricing. Observing the conditional variance properties in these asset …
economics and option pricing. Observing the conditional variance properties in these asset …
Long memory and structural breaks of cryptocurrencies trading volume
The paper investigates long memory, structural breaks, and spurious long memory in the
daily trading volume of the largest and most active cryptocurrencies and stablecoins …
daily trading volume of the largest and most active cryptocurrencies and stablecoins …
Risks in major cryptocurrency markets: Modeling the dual long memory property and structural Breaks
This study estimates the effects of the dual long memory property and structural breaks on
the persistence level of six major cryptocurrency markets. We apply the Bai and Perron …
the persistence level of six major cryptocurrency markets. We apply the Bai and Perron …
Price limits, investor asset allocation, and price volatility: Evidence from China's registration-based IPO reform
Z Liu, W Hou, Z Li, P Shi - Research in International Business and Finance, 2025 - Elsevier
The debate on the impact of price limits on price volatility has been long-standing and
particularly divisive within the stock market. The relaxation of price limits in the ChiNext …
particularly divisive within the stock market. The relaxation of price limits in the ChiNext …
Are institutional investors colluding with manipulators?
QT Luu - Journal of International Financial Management & …, 2023 - Wiley Online Library
This paper examines the trading behavior of institutional investors in Taiwan before, during,
and after a manipulation event and determines whether institutional investors benefit from …
and after a manipulation event and determines whether institutional investors benefit from …