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Do Investors Emotions Contribute to Equity Market Anomalies? Addressing the Empirical Gap Using Machine Learning Models

https://doi.org/10.2139/ssrn.4860296
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45/45 checkable references clean · checked 2026-08-02

Every reference with a DOI in the deposited reference list resolved to a known work in Crossref or DataCite at the dated check, and none carried a retraction, withdrawal, or removal notice.

19 without a DOI — not checked. A reference deposited without a DOI is never matched by title or guessed at; it stays outside the checked set, and this line discloses that.

The 45 checked references that resolve
resolves10.1016/0378-4266(89)90037-X
Stock market anomalies
resolves10.19030/jabr.v34i1.10111
Efficient Market Hypothesis And Stock Market Anomalies: Empirical Evidence In Four European Countries
resolves10.1016/j.frl.2017.11.008
Does sentiment matter for stock returns? Evidence from Indian stock market using wavelet approach
resolves10.1016/j.ejor.2017.11.054
Deep learning with long short-term memory networks for financial market predictions
resolves10.1016/j.jbef.2015.10.001
Does investor sentiment predict the asset volatility? Evidence from emerging stock market India
resolves10.1016/j.jempfin.2009.01.002
Investor sentiment and stock returns: Some international evidence
resolves10.1016/j.qref.2010.05.002
Stock market bubble effects on mergers and acquisitions
resolves10.1080/15427560.2013.761630
Greed and Fear in Financial Markets: The Case of Stock Spam E-Mails
resolves10.1016/j.physa.2004.06.059
Greed, fear and stock market dynamics
resolves10.1016/j.sbspro.2011.10.562
Predicting Stock Market Indicators Through Twitter “I hope it is not as bad as I fear”
resolves10.1080/00036846.2018.1436145
Investors’ fear and herding in the stock market
resolves10.1016/j.ribaf.2020.101298
Can happiness predict future volatility in stock markets?
resolves10.1108/17468800610674462
Day‐of‐the‐week and other market anomalies in the Indian stock market
resolves10.1016/j.jfineco.2012.11.005
The role of shorting, firm size, and time on market anomalies
resolves10.1108/JAMR-11-2015-0081
Momentum anomaly: evidence from the Indian stock market
resolves10.1111/0022-1082.00393
Is Sound Just Noise?
resolves10.1016/j.jempfin.2021.07.010
Investor sentiment and stock returns: Global evidence
resolves10.1111/j.1540-6261.2004.00662.x
Is All That Talk Just Noise? The Information Content of Internet Stock Message Boards
resolves10.1016/j.jempfin.2002.12.001
Investor sentiment and the near-term stock market
resolves10.2469/faj.v56.n2.2340
Investor Sentiment and Stock Returns
resolves10.1111/j.1540-6261.2006.00885.x
Investor Sentiment and the Cross‐Section of Stock Returns
resolves10.1111/j.1540-6261.2007.01232.x
Giving Content to Investor Sentiment: The Role of Media in the Stock Market
resolves10.1016/j.ijinfomgt.2019.07.011
A local and global event sentiment based efficient stock exchange forecasting using deep learning
resolves10.1080/15427560.2019.1588275
Emotions in the Stock Market
resolves10.1080/1351847X.2020.1743734
News media and investor sentiment during bull and bear markets
resolves10.1016/j.jbankfin.2012.12.001
US presidential elections and implied volatility: The role of political uncertainty
resolves10.1080/15427560.2021.1975285
The Impact of Investor Sentiment on Bitcoin Returns and Conditional Volatilities during the Era of Covid-19
resolves10.1080/1351847X.2020.1782960
Stock market bubbles and monetary policy effectiveness
resolves10.1093/rfs/hhj032
Investor Overconfidence and Trading Volume
resolves10.1080/09603107.2013.829200
Market overreaction and underreaction: tests of the directional and magnitude effects
resolves10.1007/s10713-007-0003-3
Overconfidence and trading volume
resolves10.1016/j.jfineco.2009.10.002
Sentiment and stock prices: The case of aviation disasters
resolves10.1016/S0304-3932(01)00091-5
Investor psychology in capital markets: evidence and policy implications
resolves10.1111/jofi.13061
Prospect Theory and Stock Market Anomalies
resolves10.1002/9781118258415.ch6
Emotional Finance: The Role of the Unconscious in Financial Decisions
resolves10.1162/089892902317361877
The Psychophysiology of Real-Time Financial Risk Processing
resolves10.1111/j.0956-7976.2005.01553.x
Investment Behavior and the Negative Side of Emotion
resolves10.1016/j.aos.2017.07.003
Emotional economic man: Calculation and anxiety in fund management
resolves10.1002/job.720
Thinking, feeling and deciding: The influence of emotions on the decision making and performance of traders
resolves10.1057/s41260-023-00318-z
Stock market anomalies and machine learning across the globe
resolves10.1109/SCOPES.2016.7955659
Sentiment analysis of Twitter data for predicting stock market movements
resolves10.5815/ijisa.2017.07.03
Predicting Stock Market Behavior using Data Mining Technique and News Sentiment Analysis
resolves10.1016/j.jfds.2017.11.002
Twitter as a tool for forecasting stock market movements: A short-window event study
resolves10.1145/3292500.3330871
Deep Anomaly Detection with Deviation Networks
resolves10.1016/S0927-5398(99)00015-8
Coincident and leading indicators of the stock market
The 19 references without a DOI — listed, not checked
no DOI — not checkedAn empirical examination of investor sentiment and stock market volatility: evidence from India
no DOI — not checkedref8
no DOI — not checkedref9
no DOI — not checkedIndia's stock market seizes global fourth place from Hong Kong
no DOI — not checkedIndia crowned stock market superpower but 2 Wall Street darlings bigger than entire Dalal Street
no DOI — not checkedNarrative Economics and Market Bubbles
no DOI — not checkedHoliday effect in the Indonesian stock market
no DOI — not checkedHolliday Effect in Contemporary Capital Markets
no DOI — not checkedCoronavirus (Covid-19) outbreak, investor sentiment, and medical portfolio: Evidence from China
no DOI — not checkedMarket efficiency, market anomalies, causes, evidences, and some behavioral aspects of market anomalies
no DOI — not checkedCOVID caused a negative bubble. Who profited? Who lost? How stock markets changed
no DOI — not checkedUnderreaction, trading volume, and momentum profits in Taiwan stock market
no DOI — not checkedMarket efficiency, long-term returns, and behavioral finance
no DOI — not checkedref47
no DOI — not checkedref49
no DOI — not checkedDo investor's emotions determine their investment decisions? Drishtikon: A
no DOI — not checkedEmotion regulation and behavior in an individual decision trading experiment: Insights from psychophysiology
no DOI — not checkedLSTM and gru neural network performance comparison study: Taking yelp review dataset as an example
no DOI — not checkedMonitoring the Twitter sentiment during the Bulgarian elections
What this badge says. CiteStamped means the CHECKABLE references of this work were clean at the dated check: each resolved to a known work in a public registry, and none carried a retraction notice at that time. It says nothing about the quality, findings, or importance of the work itself, and nothing about references deposited without a DOI.

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