Short selling: A review of the literature and implications for future research

H Jiang, A Habib, MM Hasan - European Accounting Review, 2022 - Taylor & Francis
This systematic literature review critically analyzes studies on the determinants of short
selling and the implications for information distribution, real economic decisions, financial …

Deep learning with long short-term memory networks for financial market predictions

T Fischer, C Krauss - European journal of operational research, 2018 - Elsevier
Long short-term memory (LSTM) networks are a state-of-the-art technique for sequence
learning. They are less commonly applied to financial time series predictions, yet inherently …

Short interest and aggregate stock returns

DE Rapach, MC Ringgenberg, G Zhou - Journal of Financial Economics, 2016 - Elsevier
We show that short interest is arguably the strongest known predictor of aggregate stock
returns. It outperforms a host of popular return predictors both in and out of sample, with …

Arbitrage asymmetry and the idiosyncratic volatility puzzle

RF Stambaugh, J Yu, Y Yuan - The Journal of Finance, 2015 - Wiley Online Library
Buying is easier than shorting for many equity investors. Combining this arbitrage
asymmetry with the arbitrage risk represented by idiosyncratic volatility (IVOL) explains the …

Why don't we agree? Evidence from a social network of investors

JA Cookson, M Niessner - The Journal of Finance, 2020 - Wiley Online Library
We study sources of investor disagreement using sentiment of investors from a social media
investing platform, combined with information on the users' investment approaches (eg …

Short interest and stock price crash risk

JL Callen, X Fang - Journal of Banking & Finance, 2015 - Elsevier
Using a large sample of US public firms, we find robust evidence that short interest is
positively related to one-year ahead stock price crash risk. The evidence is consistent with …

Rumor has it: Sensationalism in financial media

KR Ahern, D Sosyura - The Review of Financial Studies, 2015 - academic.oup.com
The media has an incentive to publish sensational news. We study how this incentive affects
the accuracy of media coverage in the context of merger rumors. Using a novel dataset, we …

ESG preference, institutional trading, and stock return patterns

J Cao, S Titman, X Zhan, W Zhang - Journal of financial and …, 2023 - cambridge.org
Socially responsible (SR) institutions tend to focus more on the environmental, social, and
governance (ESG) performance and less on quantitative signals of value. Consistent with …

[HTML][HTML] Investor sentiment and stock return volatility: Evidence from the Johannesburg Stock Exchange

L Rupande, HT Muguto… - Cogent Economics & …, 2019 - Taylor & Francis
Volatility is an important component of asset pricing; an increase in volatility on markets can
trigger changes in the risk distribution of financial assets. In conventional financial theory …

The causal effect of limits to arbitrage on asset pricing anomalies

Y Chu, D Hirshleifer, L Ma - The Journal of Finance, 2020 - Wiley Online Library
We examine the causal effect of limits to arbitrage on 11 well‐known asset pricing
anomalies using the pilot program of Regulation SHO, which relaxed short‐sale constraints …