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Predicting Audit Opinion in Consolidated Financial Statements with Artificial Neural Networks
16 references·2 citing·52 second hop
Predicting Audit Opinion in Consolidated Financial Statements with Artificial Neural Networks (2020)Predicting Audit Opinion in Consolidated …The Development of Accounting Quality of IAS and IFRS over Time: The Case of Germany (2009)The Development of Accounting…International Accounting Standards and Accounting Quality (2008)International Accounting Stan…The Value Relevance of Accounting Income Reported by DAX‐30 German Companies (2007)The Value Relevance of Accoun…International Financial Reporting Convergence: Evidence from Three Continental European Countries (2005)International Financial Repor…Comparative Value Relevance Among German, U.S., and International Accounting Standards: A German Stock Market Perspective (2005)Comparative Value Relevance A…Board Monitoring and Earnings Management: Do Outside Directors Influence Abnormal Accruals? (2005)Board Monitoring and Earnings…Does Auditor Quality and Tenure Matter to Investors? Evidence from the Bond Market (2004)Does Auditor Quality and Tenu…Using client performance measures to identify pre-engagement factors associated with qualified audit reports in Greece (2003)Using client performance meas…Detecting false financial statements using published data: some evidence from Greece (2002)Detecting false financial sta…Audit committee, board of director characteristics, and earnings management (2002)Audit committee, board of dir…Do companies successfully engage in opinion-shopping? Evidence from the UK (2000)Do companies successfully eng…Towards a General Model of the Reasons for International Differences in Financial Reporting (1998)Towards a General Model of th…International Variations in the Connections Between Tax and Financial Reporting (1998)International Variations in t…Fraudulently Misstated Financial Statements and Insider Trading: An Empirical Analysis. (1998)Fraudulently Misstated Financ…The Value Relevance of German Accounting Measures: An Empirical Analysis (1994)The Value Relevance of German…Auditor size and audit quality (1981)Auditor size and audit qualityFactors affecting the quality of financial statements from an audit point of view: A machine learning approach (2023)Factors affecting the quality…Machine learning in corporate credit rating assessment using the expanded audit report (2022)Machine learning in corporate…The Nature of the Firm (1937)The Market for "Lemons": Quality Uncertainty and the Market Mechanism (1970)The Pricing of Audit Services: Theory and Evidence (1980)Agency Problems and Residual Claims (1983)Causes and Consequences of Earnings Manipulation: An Analysis of Firms Subject to Enforcement Actions by the SEC* (1996)The Effect of Audit Quality on Earnings Management* (1998)Theory of the firm: Managerial behavior, agency costs and ownership structure (1976)Culture's Consequences: International Differences in Work-Related Values. 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(2006)Adoption of IFRS in Spain: Effect on the comparability and relevance of financial reporting (2007)Separation of Ownership and Control (1983)Earnings Management During Import Relief Investigations (1991)Opaque financial reports, R2, and crash risk☆ (2009)Understanding earnings quality: A review of the proxies, their determinants and their consequences (2010)A review of archival auditing research (2014)Trade and Industry (1946)Agency Problems, Auditing, and the Theory of the Firm: Some Evidence (1983)Auditor Style and Financial Statement Comparability (2013)Does Mandatory Rotation of Audit Partners Improve Audit Quality? (2014)A Review of the Archival Literature on Audit Partners (2017)Dimensions of Organization Structure (1968)Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)An Empirical Analysis of the Relation between the Board of Director Composition and Financial Statement Fraud (1997)The Antecedents and Consequences of Top Management Fraud (2005)Detecting and predicting financial statement fraud: The effectiveness of the fraud triangle and SAS No. 99 (2009)Detecting Accounting Fraud in Publicly Traded U.S. Firms Using a Machine Learning Approach (2019)Risk, Return, and Equilibrium: Empirical Tests (1973)Common risk factors in the returns on stocks and bonds (1993)Auditor Tenure and Perceptions of Audit Quality (2005)Audit Quality: Insights from the Academic Literature (2012)Corporate Social Responsibility and Credit Ratings (2013)Positive Accounting Theory (1985)Earnings management to avoid earnings decreases and losses (1997)Earnings management and investor protection: an international comparison (2003)Mandatory IFRS Reporting around the World: Early Evidence on the Economic Consequences (2008)The Economics of Disclosure and Financial Reporting Regulation: Evidence and Suggestions for Future Research (2016)Agency Problems and the Theory of the Firm (1980)Do External Auditors Perform a Corporate Governance Role in Emerging Markets? Evidence from East Asia (2004)The effect of corporate governance on sustainability disclosure (2010)Female Directors and Earnings Quality* (2011)The information content of losses (1995)The Economic Consequences of Increased Disclosure (2000)The effect of international institutional factors on properties of accounting earnings (2000)Global Accounting Convergence and the Potential Adoption of IFRS by the U.S. (Part I): Conceptual Underpinnings and Economic Analysis (2010)A Review of the IFRS-Adoption Literature (2015)
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References

  • 1981Auditor size and audit quality5,862 cited
  • 2002Audit committee, board of director characteristics, and earnings management4,633 cited
  • 2008International Accounting Standards and Accounting Quality3,050 cited
  • 2005Board Monitoring and Earnings Management: Do Outside Directors Influence Abnormal Accruals?1,358 cited
  • 2004Does Auditor Quality and Tenure Matter to Investors? Evidence from the Bond Market808 cited
  • 1998Towards a General Model of the Reasons for International Differences in Financial Reporting644 cited
  • 2005Comparative Value Relevance Among German, U.S., and International Accounting Standards: A German Stock Market Perspective586 cited
  • 1998Fraudulently Misstated Financial Statements and Insider Trading: An Empirical Analysis.483 cited
  • 1994The Value Relevance of German Accounting Measures: An Empirical Analysis465 cited
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  • 2002Detecting false financial statements using published data: some evidence from Greece372 cited
  • 2009The Development of Accounting Quality of IAS and IFRS over Time: The Case of Germany313 cited
  • 2007The Value Relevance of Accounting Income Reported by DAX‐30 German Companies164 cited
  • 2005International Financial Reporting Convergence: Evidence from Three Continental European Countries

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148 cited
  • 1998International Variations in the Connections Between Tax and Financial Reporting143 cited
  • 2003Using client performance measures to identify pre-engagement factors associated with qualified audit reports in Greece100 cited
  • Cited by

    • 2022Machine learning in corporate credit rating assessment using the expanded audit report23 cited
    • 2023Factors affecting the quality of financial statements from an audit point of view: A machine learning approach23 cited