Auditing: A Journal of 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
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A. Published financial statements are prepared to satisfy the needs of the different users of accounts‚ of which investors form part. While the statements provide useful information to investors‚ they are not without limitations. The usefulness of using financial statements and its limitations are discussed below. Usefulness of published financial statements Financial statements provide information about the net worth of a business at a specific point of time and its trading performance during
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2002:53 Financial Statement Fraud - Recognition of Revenue and the Auditor’s Responsibility for Detecting Financial Statement Fraud - Tiina Intal and Linh Thuy Do Graduate Business School School of Economics and Commercial Law Göteborg University ISSN 1403-851X Printed by Elanders Novum Abstract Financial reporting frauds and earnings manipulation have attracted high profile attention recently. There have been several cases by businesses of what appears to be financial statement fraud
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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 combination and fraud
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Report on Summer Training FINANCIAL STATEMENT ANALYSIS OF INDUSIND BANK Submitted to KCL-IMT (PTU) In partial fulfillment of the requirements for the award of degree of MASTER OF BUSINESS ADMINISTRATION Submitted by:Manika Garg MBA 3 (A)1174258 | Supervisor:Mrs. Rimpi BegowalLect. Of Management | DEPARTMENT OF MANAGEMENT KCL-IMT JALANDHAR 2011-2013 COMPANY CERTIFICATE DECLARATION I‚ "Manika Garg” ‚hereby declare that the work presented herein
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What ’s your favorite financial statement and why?" The question was spoken quickly and with a tinge of annoyance‚ as my interviewer eyed me disdainfully from his cushy black leather chair. The investment banker had little time to conduct these ridiculously long interviews that are standard fare for analyst candidates. I shifted uncomfortably in my seat and scanned my frazzled brain for the "right" answer. "Well‚ of course all three financial statements should be studied in conjunction
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Financial Statement Differentiation Jeff Leo ACC/561 - Accounting Instructor: Grace Kalil May 27‚ 2013 University of Phoenix ACC/561 course textbook Accounting Tools for Business Decision Making Chapter One provides in-depth descriptions of financial statements generated by a business to analyze accounting information. The balance sheet‚ income statement‚ retained earnings statement and statement of cash flows reports provide a quantified view of the financial health of a business. Financial
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Education Volume 6‚ 2009‚ 83-96 A FINANCIAL STATEMENT ANALYSIS PROJECT FOR INTRODUCTORY FINANCIAL ACCOUNTING Marilyn B. Misch Business Administration Division Pepperdine University Malibu‚ California USA Carolyn A. Galantine Business Administration Division Pepperdine University Malibu‚ California USA ABSTRACT This paper describes a financial statement analysis project useful in both preparerbased and user-based introductory courses in financial accounting. The project requires students
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Financial Statements Paper ACC/290 Income statements chronicle the gains or deficiencies of a company’s operations over a period of time‚ by reporting all revenues and expenses. These statements are processed each month‚ and at the end of the fiscal year. Income statements include definite expenses and revenues. Sometimes these statements are also known as P&L statements or profit and loss. The second statement is known as a retained earnings statement. This is for displaying
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Running Head: FINANCIAL STATEMENTS Financial Statements Paper Ricardo E Mendoza University of Phoenix Principles of Accounting Sandra Hernandez 21 January 2010 Abstract In this paper I will discuss about the definition of accounting and the different financial statements that are use to monitor all the tangibles that flows within a company and how they relate to each other to control the flow of monies on any given business. Financial Statements Paper What is the purpose of accounting
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