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‚ that logistic regression and support
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Internet Banking and Commerce An open access Internet journal (http://www.arraydev.com/commerce/jibc/) Journal of Internet Banking and Commerce‚ December 2009‚ vol. 14‚ no.3 (http://www.arraydev.com/commerce/jibc/) The Role of IT/IS in Combating Fraud in the Payment Card Industry Jan Devos Lecturer at the Ghent University Association‚ Howest Kortrijk‚ Belgium Graaf Karel de Goedelaan 5‚ 8500 Kortrijk‚ Belgium Author ’s Personal/Organizational Website: www.pih.be/opleiding/elektronica/~jdv/index
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User research and data analysis Genius design may be attractive for both users (or clients) and designers as well. Every designer has imagined‚ at least once‚ that a genius idea built out of just “talent” can lead to instant success. However‚ to design in the real world requires much more than talent. Every design project has its own needs and path to follow‚ and since the principal aim should be the fulfillment of users needs and desires according to the nature of the project‚ deep user knowledge
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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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ANALYSIS OF THE CAUSES AND MEASURES OF CURBING FRAUD IN THE BANKING SECTOR. BY ESSIEN NSIKAK U. A RESEARCH PROJECT SUBMITED TO THE DEPARTMENT OF ACCOUNTING‚ COLLEGE OF BUSINESS AND SOCIAL SCIENCES‚ COVENANT UNIVERSITY‚ OTA. IN PARTIAL FULFILMENT OF THE REQUIREMENT FOR THE AWARD OF BACHELOR OF SCIENCE (B.sc) DEGREE IN ACCOUNTING. CERTIFICATION I certify that this project titled “The Analysis of the causes and measures of curbing fraud in the banking
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Table of Content Page No. Executive Summary 1 Introduction & Definition 2 Global Business and Marketing Strategies 2.1 2 2-4 SWOT Analysis 3 Meeting the Market Requirements 3.1 Product 3.2 Distriburion 3.3 Price 3.4 Promotion 4 Nature of Strategy and Analysis 4.1 Pricing Strategy 4.2 Penetration Strategy 5 Marketing Decisions 5.1 Demographic Forces 5.2 Societal Forces 5.3 Political Forces 5.4 Economic Forces 5.5
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CORPORATE GOVERNANCE Corporate governance involves a set of relationships amongst the company’s management‚ its board of directors‚ its shareholders‚ its auditors and other stakeholders. These relationships‚ which involve various rules and incentives‚ provide the structure through which the objectives of the company are set‚ and the means of attaining these objectives as well as monitoring performance are determined. Thus‚ the key aspects of good corporate governance include transparency of corporate
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Healthcare Fraud and Abuse As we head into the next four years under the Obama administration‚ many Americans are hearing more and more about healthcare reform and what needs to be done to fix the ailing healthcare system. Part of the dramatic increase in healthcare costs is due to Medicare fraud abuse. Healthcare fraud is defined as making false statements or representations of material facts in order to obtain benefits or payment. Healthcare abuse is defined as practices involving the overuse
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Freddie Mac Fraud Thanaphan Darnsomboon PME604 Project Financial Management National University December 18‚ 2012 Freddie Mac Fraud The definition of fraud is “an intentional deception or deceit‚ perpetrated for profit or to gain some unfair or dishonest advantage” (dictionary.com). Fraud is a breach of law and can be punishable by law. Mortgage fraud is one of the financial crimes where a company materially misrepresents or omits information on its mortgage loan documentation in order to
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Community Intervent... > Section 5. Collecting and Analyzing Data Collecting and Analyzing Data | | Contributed by Phil Rabinowitz and Stephen FawcettEdited by Christina Holt | What do we mean by collecting data? What do we mean by analyzing data? Why should you collect and analyze data for your evaluation? When and by whom should data be collected and analyzed? How do you collect and analyze data? In previous sections of this chapter‚ we’ve discussed studying the
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