The role of text-extracted investor sentiment in Chinese stock price prediction with the enhancement of deep learning

Y Li, H Bu, J Li, J Wu - International Journal of Forecasting, 2020 - Elsevier
Whether investor sentiment affects stock prices is an issue of long-standing interest for
economists. We conduct a comprehensive study of the predictability of investor sentiment …

Investor sentiment: A retail trader activity approach

D Berger - Review of Accounting and Finance, 2022 - emerald.com
Purpose This study creates a measure of investor sentiment directly from retail trader activity
to identify misvaluation and to examine the link between sentiment and subsequent returns …

The effects of public sentiments and feelings on stock market behavior: Evidence from Australia

AK Tiwari, EJA Abakah, CO Bonsu, NK Karikari… - Journal of Economic …, 2022 - Elsevier
This paper investigates the empirical evidence of the effects of public sentiments on industry
stock returns and volatility dynamics in Australia based on the states of the market that …

Investor sentiment and the cross-section of stock returns: new theory and evidence

W Ding, K Mazouz, Q Wang - Review of Quantitative Finance and …, 2019 - Springer
We extend the noise trader risk model of Delong et al.(J Polit Econ 98: 703–738, 1990) to a
model with multiple risky assets to demonstrate the effect of investor sentiment on the cross …

Loss aversion, overconfidence of investors and their impact on market performance evidence from the US stock markets

A Bouteska, B Regaieg - Journal of Economics, Finance and …, 2020 - emerald.com
Purpose The current study aims to investigate the impacts of two behavioral biases, namely,
loss aversion and overconfidence on the performance of US companies. First, the impact of …

Does investor sentiment create value for asset pricing? An empirical investigation of the KOSPI‐listed firms

A Bouteska, T Sharif, MZ Abedin - International Journal of …, 2024 - Wiley Online Library
This paper proposes the development of an improved investor sentiment index (ISI) to apply
on the Korea Composite Stock Price Index (KOSPI) and assess the vitality of sentiment …

Investor sentiment, asset returns and firm characteristics: Evidence from the Korean stock market

H Yang, D Ryu, D Ryu - Investment Analysts Journal, 2017 - journals.co.za
This study investigates the effects of investor sentiment on asset returns with respect to firm
characteristics. By analysing a unique stock trading dataset of the Korean Stock Market that …

Investor sentiment, market competition, and financial crisis: Evidence from the Korean stock market

D Ryu, D Ryu, H Yang - Emerging Markets Finance and Trade, 2020 - Taylor & Francis
This study examines the role of product market competition in explaining the relationship
between investor sentiment and stock returns. We also consider how financial crises, which …

Individual stock crowded trades, individual stock investor sentiment and excess returns

C Yang, L Zhou - The North American Journal of Economics and Finance, 2016 - Elsevier
Recent behavioral asset pricing models and the popular press suggest that investors may
follow similar strategies resulting in crowded equity positions to push prices further away …

Impact of investor sentiment on stock returns

Y Kim, KY Lee - Asia‐Pacific Journal of Financial Studies, 2022 - Wiley Online Library
This study examines the relationship between investor sentiment and stock returns in two
active but different Korean stock markets. Using daily KOSPI and KOSDAQ data, we …