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Logistic Regression for Detecting Fraudulent Financial Statement of Listed Companies in China
16 references·0 citing·40 second hop
Logistic Regression for Detecting Fraudulent Financial Statement of Listed Companies in China (2009)Logistic Regression for Detecting Fraudul…Using Financial Statement Data To Identify Factors Associated With Fraudulent Financial Reporting (2011)Using Financial Statement Dat…A genetic algorithm approach to detecting temporal patterns indicative of financial statement fraud (2007)A genetic algorithm approach …A comparison of nearest neighbours, discriminant and logit models for auditing decisions (2007)A comparison of nearest neigh…Explaining qualifications in audit reports using a support vector machine methodology (2005)Explaining qualifications in …A fuzzy neural network for assessing the risk of fraudulent financial reporting (2003)A fuzzy neural network for as…Detecting falsified financial statements: a comparative study using multicriteria analysis and multivariate statistical techniques (2002)Detecting falsified financial…Detecting false financial statements using published data: some evidence from Greece (2002)Detecting false financial sta…The efficacy of red flags in predicting the SEC's targets: an artificial neural networks approach (2000)The efficacy of red flags in …A Decision Aid for Assessing the Likelihood of Fraudulent Financial Reporting (2000)A Decision Aid for Assessing …The Difference between Earnings and Operating Cash Flow as an Indicator of Financial Reporting Fraud* (1999)The Difference between Earnin…Fraudulently Misstated Financial Statements and Insider Trading: An Empirical Analysis. (1998)Fraudulently Misstated Financ…Reliance on Decision Aids: An Examination of Auditors' Assessment of Management Fraud. (1997)Reliance on Decision Aids: An…Assessing the Risk of Management Fraud Through Neural Network Technology. (1997)Assessing the Risk of Managem…An Empirical Analysis of the Relation between the Board of Director Composition and Financial Statement Fraud (1997)An Empirical Analysis of the …A Generalized Qualitative-Response Model and the Analysis of Management Fraud (1996)A Generalized Qualitative-Res…Management fraud: Detection and deterrence (1980)Management fraud: Detection a…FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)The Financial and Market Effects of the SEC's Accounting and Auditing Enforcement Releases (1991)Using neural networks and data mining techniques for the financial distress prediction model (2008)Identification of fraudulent financial statements using linguistic credibility analysis (2010)MetaFraud: A Meta-Learning Framework for Detecting Financial Fraud1 (2012)Earnings Management During Import Relief Investigations (1991)Detecting Earnings Management. (1995)Causes and Consequences of Earnings Manipulation: An Analysis of Firms Subject to Enforcement Actions by the SEC* (1996)Can Linguistic Predictors Detect Fraudulent Financial Filings? (2010)Auditor Fees and Fraud Firms (2011)BEYOND THE NUMBERS: MINING THE ANNUAL REPORTS FOR HIDDEN CUES INDICATIVE OF FINANCIAL STATEMENT FRAUD (2012)Fuzzy sets (1965)Fuzzy sets (1996)Decision support systems and intelligent systems (1997)A business process mining application for internal transaction fraud mitigation (2011)Application of Machine Learning Methods to Risk Assessment of Financial Statement Fraud: Evidence from China (2014)Incentives and Penalties Related to Earnings Overstatements that Violate GAAP (1999)Accounting disclosures, accounting quality and conditional and unconditional conservatism (2011)Bankruptcy prediction in firms with statistical and intelligent techniques and a comparison of evolutionary computation approaches (2011)The Transition to IFRS and the Value Relevance of Financial Statements in Greece (2011)Dimensions of Organization Structure (1968)Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)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)Theory of the firm: Managerial behavior, agency costs and ownership structure (1976)Separation of Ownership and Control (1983)The Modern Industrial Revolution, Exit, and the Failure of Internal Control Systems (1993)Financial accounting information and corporate governance (2001)Audit committee, board of director characteristics, and earnings management (2002)Understanding earnings quality: A review of the proxies, their determinants and their consequences (2010)Finding Needles in a Haystack: Using Data Analytics to Improve Fraud Prediction (2016)Financial Statement Fraud: Insights from the Academic Literature (2008)Detecting Management Fraud in Public Companies (2010)Financial Statement Fraud Detection: An Analysis of Statistical and Machine Learning Algorithms (2011)Can financial ratios detect fraudulent financial reporting? (2004)Predicting corporate financial distress based on integration of decision tree classification and logistic regression (2011)The effects of experience and explicit fraud risk assessment in detecting fraud with analytical procedures (2001)A Proposed Framework for Behavioral Accounting Research (2011)A Review and Model of Auditor Judgments in Fraud-Related Planning Tasks (2011)
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References

  • 1997An Empirical Analysis of the Relation between the Board of Director Composition and Financial Statement Fraud3,518 cited
  • 1998Fraudulently Misstated Financial Statements and Insider Trading: An Empirical Analysis.483 cited
  • 2000A Decision Aid for Assessing the Likelihood of Fraudulent Financial Reporting437 cited
  • 2002Detecting false financial statements using published data: some evidence from Greece372 cited
  • 2011Using Financial Statement Data To Identify Factors Associated With Fraudulent Financial Reporting275 cited
  • 1997Assessing the Risk of Management Fraud Through Neural Network Technology.244 cited
  • 2002Detecting falsified financial statements: a comparative study using multicriteria analysis and multivariate statistical techniques225 cited
  • 2003A fuzzy neural network for assessing the risk of fraudulent financial reporting219 cited
  • 1997Reliance on Decision Aids: An Examination of Auditors' Assessment of Management Fraud.196 cited
  • 1999The Difference between Earnings and Operating Cash Flow as an Indicator of Financial Reporting Fraud*137 cited
  • 1996A Generalized Qualitative-Response Model and the Analysis of Management Fraud123 cited
  • 1980Management fraud: Detection and deterrence95 cited
  • 2007A genetic algorithm approach to detecting temporal patterns indicative of financial statement fraud84 cited
  • 2000

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The efficacy of red flags in predicting the SEC's targets: an artificial neural networks approach
78 cited
  • 2007A comparison of nearest neighbours, discriminant and logit models for auditing decisions44 cited
  • 2005Explaining qualifications in audit reports using a support vector machine methodology38 cited
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