offstage than onstage! (Jackson 2015). As the “fraud architects‚ Drabinsky and Gottelieb were the masterminds behind Livent’s fraud schemes and delegated their wishes down the chain of command. Upon the two controllers’ completion
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Practice & Theory Vol. 30‚ No. 2 May 2011 pp. 19–50 American Accounting Association DOI: 10.2308/ajpt-50009 Financial Statement Fraud Detection: An Analysis of Statistical and Machine Learning Algorithms Johan Perols SUMMARY: This study compares the performance of six popular statistical and machine learning models in detecting financial statement fraud under different assumptions of misclassification costs and ratios of fraud firms to nonfraud firms. The results show‚ somewhat surprisingly
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Reynoso‚ Rheyniel Manaog January 6‚ 2014 Forensic Accounting/AIA1010/EB-301/7:30-9:00 Professor Dorega 2010244321 Part 1 Mr. Manuel V. Pangilinan has been a director of PLDT since November 24‚ 1998. He was appointed as Chairman of the Board of PLDT after serving as its President and CEO from November 1998 to February 2004. He is the Chairman of the Governance and Nomination‚ Executive Compensation and Technology Strategy Committees of the Board of Directors of PLDT. He
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Summary of Tan Sri Eric Eng Hock cases Tan Sri Eric Chia Eng Hock or commonly known as Eric Chia is a millionaire in Malaysia ad is a former chairmain of Perwaja Steel. In June 2007‚ Chia discharge committing criminal breach of trust 13 years ago when embezzling money from the company of Perwaja Rolling Mail and Development Sdn Bhd of RM $76.4 million at 19 February 1994 when was the Managing Director. In his cases‚ Perwaja Rolling Mill and Development Sdn Bhd in Kuala Lumpur instructed American
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When does employee fraud occur? It is commonly accepted that the presence of the three elements of the “Fraud Triangle” increases the risk of employee fraud: Motivation: The employee is somehow motivated to commit a fraud. Economic factors such as personal financial distress‚ substance abuse‚ gambling‚ overspending‚ or other similar addictive behaviors may provide motivation. The current national economic recession may serve to increase the incidence of such financial motivations. Opportunity:
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The accounting firm failed to comply with the General Standards rule 201‚ which states that agencies must exercise due professional care‚ professional competence‚ planning and supervision and having sufficient relevant data. In order for Nay to keep himself from being detected of committing fraud he had established a “mail rule‚” where no one was allowed to open or touch any letters that was for him
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Florida Scholar Commons Graduate School Theses and Dissertations Graduate School 6-1-2008 Detecting financial statement fraud: Three essays on fraud predictors‚ multi-classifier combination and fraud detection using data mining Johan L. Perols University of South Florida Follow this and additional works at: http://scholarcommons.usf.edu/etd Part of the American Studies Commons Scholar Commons Citation Perols‚ Johan L.‚ "Detecting financial statement fraud: Three essays on fraud predictors‚ multi-classifier
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The latest Report to the Nations On Occupational Fraud and Abuse‚ the biennial study of global fraud by the Association of Certified Fraud Examiners‚ finds that organizations lose an average of 5 percent of revenues to fraud each year‚ with a median loss of $140‚000. However‚ just over one-fifth of fraud schemes results in losses topping $1 million. Perhaps even more disturbing was the median length of time before the frauds were detected: 18 months. And‚ that’s not all; the study found that almost
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and Livent’s ability to gather capital needed to sustain its operation ‚ in the beginning of 1994 Drabinsky and Gottlieb directed Livent’s accounting staff to deliberately engage in manipulation of company’s books and
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Nigerian‚ or "419"‚ scams are one of the most common types of fraudulent email currently hitting inboxes. Nigerian scam messages can also arrive via fax or letter. The messages claim that your help is needed to access a large sum of money‚ usually many millions of dollars. The money that the message claims does not exist. Those who initiate a dialogue with the scammers by replying to a Nigerian scam message will eventually be asked for advance fees supposedly required to allow the deal to proceed
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