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Textual Emotional Tone and Financial Crisis Identification in Chinese Companies: A Multi-Source Data Analysis Based on Machine Learning
16 references·0 citing·27 second hop
Textual Emotional Tone and Financial Crisis Identification in Chinese Companies: A Multi-Source Data Analysis Based on Machine Learning (2022)Textual Emotional Tone and Financial Cris…Measuring Readability in Financial Disclosures (2014)Measuring Readability in Fina…Tone Management (2013)Tone ManagementWhen Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks (2011)When Is a Liability Not a Lia…Beyond the Numbers: Measuring the Information Content of Earnings Press Release Language* (2011)Beyond the Numbers: Measuring…The Information Content of Forward‐Looking Statements in Corporate Filings—A Naïve Bayesian Machine Learning Approach (2010)The Information Content of Fo…More Than Words: Quantifying Language to Measure Firms' Fundamentals (2008)More Than Words: Quantifying …Are Investors Influenced By How Earnings Press Releases Are Written? (2008)Are Investors Influenced By H…Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters (2005)Bankruptcy prediction using s…35 years of studies on business failure: an overview of the classic statistical methodologies and their related problems (2005)35 years of studies on busine…Forecasting Bankruptcy More Accurately: A Simple Hazard Model (2001)Forecasting Bankruptcy More A…A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)A Decision-Theoretic Generali…A neural network model for bankruptcy prediction (1990)A neural network model for ba…Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)Financial Ratios and the Prob…ZETATM analysis A new model to identify bankruptcy risk of corporations (1977)ZETATM analysis A new model t…FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)FINANCIAL RATIOS, DISCRIMINAN…Financial Ratios As Predictors of Failure (1966)Financial Ratios As Predictor…Conditional logit analysis of qualitative choice behavior (1972)The Effect of Audit Quality on Earnings Management* (1998)Risk, Return, and Equilibrium: Empirical Tests (1973)Common risk factors in the returns on stocks and bonds (1993)Disappearing dividends: changing firm characteristics or lower propensity to pay? (2001)In Search of Attention (2011)Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts (2013)Textual Analysis in Accounting and Finance: A Survey (2016)Positive Accounting Theory (1985)Disclosure level and the cost of equity capital. (1997)Information asymmetry, corporate disclosure, and the capital markets: A review of the empirical disclosure literature (2001)Text as Data (2019)Disclosure processing costs, investors’ information choice, and equity market outcomes: A review (2020)How does financial reporting quality relate to investment efficiency? (2009)The evolution of 10-K textual disclosure: Evidence from Latent Dirichlet Allocation (2017)The Cross-Section of Expected Stock Returns (1992)On Persistence in Mutual Fund Performance (1997)Media Coverage and the Cross‐section of Stock Returns (2009)The Sum of All FEARS Investor Sentiment and Asset Prices (2014)Methodological Issues Related to the Estimation of Financial Distress Prediction Models (1984)Modeling Term Structures of Defaultable Bonds (1999)Forecasting Default with the Merton Distance to Default Model (2008)The Nonstochastic Multiarmed Bandit Problem (2002)Prediction, Learning, and Games (2006)Survey on speech emotion recognition: Features, classification schemes, and databases (2010)In Search of Distress Risk (2008)Managerial incentives and risk-taking☆ (2005)
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References

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  • 1968FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY14,869 cited
  • 1980Financial Ratios and the Probabilistic Prediction of Bankruptcy6,005 cited
  • 2011When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks6,003 cited
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  • 2001Forecasting Bankruptcy More Accurately: A Simple Hazard Model2,655 cited
  • 2008More Than Words: Quantifying Language to Measure Firms' Fundamentals2,310 cited
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  • 2014Measuring Readability in Financial Disclosures1,452 cited
  • 2010The Information Content of Forward‐Looking Statements in Corporate Filings—A Naïve Bayesian Machine Learning Approach1,374 cited
  • 2008Are Investors Influenced By How Earnings Press Releases Are Written?895 cited
  • 2005Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters872 cited
  • 2013Tone Management862 cited
  • 1990A neural network model for bankruptcy prediction853 cited
  • 2005

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35 years of studies on business failure: an overview of the classic statistical methodologies and their related problems
795 cited
  • 2011Beyond the Numbers: Measuring the Information Content of Earnings Press Release Language*699 cited
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