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Predicting earnings management through machine learning ensemble classifiers
16 references·2 citing·22 second hop
Predicting earnings management through machine learning ensemble classifiers (2022)Predicting earnings management through ma…Evidence on the Trade-Off between Real Activities Manipulation and Accrual-Based Earnings Management (2011)Evidence on the Trade-Off bet…The Relation Between Earnings Management Using Real Activities Manipulation and Future Performance: Evidence from Meeting Earnings Benchmarks* (2010)The Relation Between Earnings…Real and Accrual-Based Earnings Management in the Pre- and Post-Sarbanes-Oxley Periods (2008)Real and Accrual-Based Earnin…Does Earnings Management Affect Firms’ Investment Decisions? (2008)Does Earnings Management Affe…Accrual-Based and Real Earnings Management Activities Around Seasoned Equity Offerings (2008)Accrual-Based and Real Earnin…The economic implications of corporate financial reporting (2005)The economic implications of …Performance matched discretionary accrual measures (2005)Performance matched discretio…Forecasting stock market movement direction with support vector machine (2004)Forecasting stock market move…Earnings Management through Real Activities Manipulation (2003)Earnings Management through R…Application of support vector machines in financial time series forecasting (2001)Application of support vector…Earnings Management to Exceed Thresholds (1999)Earnings Management to Exceed…A Review of the Earnings Management Literature and Its Implications for Standard Setting (1999)A Review of the Earnings Mana…Detecting Earnings Management. (1995)Detecting Earnings Management.Executive incentives and the horizon problem (1991)Executive incentives and the …Earnings Management During Import Relief Investigations (1991)Earnings Management During Im…The effect of bonus schemes on accounting decisions (1985)The effect of bonus schemes o…How can AI application affect the enterprise carbon reduction performance? (2025)How can AI application affect…Artificial Intelligence Adoption and Corporate ESG Performance (2025)Artificial Intelligence Adopt…An Empirical Evaluation of Accounting Income Numbers (1968)Prospect theory: An analysis of decision under risk (1988)Earnings management to avoid earnings decreases and losses (1997)Corporate Forecasts of Earnings Per Share and Stock Price Behavior: Empirical Test (1976)Information asymmetry, corporate disclosure, and the capital markets: A review of the empirical disclosure literature (2001)The theory and practice of corporate finance: evidence from the field (2001)Understanding earnings quality: A review of the proxies, their determinants and their consequences (2010)Voluntary Nonfinancial Disclosure and the Cost of Equity Capital: The Initiation of Corporate Social Responsibility Reporting (2010)Specification Tests in Econometrics (1978)Corporate financing and investment decisions when firms have information that investors do not have (1984)The financial reporting environment: Review of the recent literature (2010)Is Earnings Quality Associated with Corporate Social Responsibility? (2012)Experimental and Quasi-Experimental Designs for Research (1963)Risk, Return, and Equilibrium: Empirical Tests (1973)A review of archival auditing research (2014)Theory of the firm: Managerial behavior, agency costs and ownership structure (1976)Towards a Positive Theory of the Determination of Accounting Standards. (1978)Agency Problems and the Theory of the Firm (1980)Causes and Consequences of Earnings Manipulation: An Analysis of Firms Subject to Enforcement Actions by the SEC* (1996)Earnings management and investor protection: an international comparison (2003)A review of tax research (2010)Opaque financial reports, R2, and crash risk☆ (2009)
this work references cited by second hop

References

  • 1991Earnings Management During Import Relief Investigations8,369 cited
  • 2005Performance matched discretionary accrual measures6,963 cited
  • 1995Detecting Earnings Management.6,532 cited
  • 2005The economic implications of corporate financial reporting6,337 cited
  • 2003Earnings Management through Real Activities Manipulation5,422 cited
  • 1999A Review of the Earnings Management Literature and Its Implications for Standard Setting4,637 cited
  • 1985The effect of bonus schemes on accounting decisions3,311 cited
  • 2008Real and Accrual-Based Earnings Management in the Pre- and Post-Sarbanes-Oxley Periods3,082 cited
  • 1999Earnings Management to Exceed Thresholds2,764 cited
  • 2008Accrual-Based and Real Earnings Management Activities Around Seasoned Equity Offerings2,489 cited
  • 2011Evidence on the Trade-Off between Real Activities Manipulation and Accrual-Based Earnings Management2,298 cited
  • 1991Executive incentives and the horizon problem1,554 cited
  • 2010The Relation Between Earnings Management Using Real Activities Manipulation and Future Performance: Evidence from Meeting Earnings Benchmarks*1,418 cited
  • 2001Application of support vector machines in financial time series forecasting1,270 cited
  • 2004

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Forecasting stock market movement direction with support vector machine
1,119 cited
  • 2008Does Earnings Management Affect Firms’ Investment Decisions?963 cited
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