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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Financial Statement Analysis On the following paper I will be computing‚ analyzing the following ratios: Earnings per share‚ return on assets‚ Current ratio‚ Times interest earned‚ Asset turnover‚ Debt to total assets‚ Current cash debt coverage‚ and Free cash‚ for the years 2002‚ 2003‚ and Landry ’s Restaurant Financial performance for those 2 years. By computing the ratios it will give us a better understanding on the overall Landry ’s Restaurant ’s financial performance for the years 2002‚
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Financial statements‚ also known as financial reports‚ record the financial activities of a business in short and long term. The four financial statements are: balance sheet‚ income statement‚ statement of retained earnings‚ and statement of cash flows. A balance sheet reports the assets‚ liabilities‚ and net equity on a company. An income statement reports income‚ expenses‚ and profits on a company. A statement of retained earnings shows a company ’s changed retained earnings. The statement
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QUESTION 1 i. Current Ratio = Current Assets/Current Liability = $ 14‚651‚000/$ 19‚639‚000 = 0.750 ii. Quick Ratio = (Current Assets – Inventory) / Current Liability = ($ 14‚651‚000 – $ 6‚136‚000) / $ 19‚539‚000 = 0.436 iii. Total Assets Turnover = Sales/Total Assets = $ 167‚310‚000/$ 108‚615‚000 = 1.540 iv. Inventory Turnover = COGS/Inventory = $ 117‚910‚000/$ 6‚136‚000 = 19.216 v. Receivable Turnover = Sales/Account Receivables = $ 167‚310‚000/$ 5‚473
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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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Income statements For the year ended 30 June 2008 : : Consolidated Notes Parent entity 2008 $’000 2007 $’000 2007 $’000 2008 $’000 Revenue from continuing operations 5 1‚354‚419 1‚230‚513 64‚453 208‚833 Cost of goods sold Other income Selling‚ general and administrative expenses Other expenses Finance costs 7 6 7 7 7 (608‚040) --(399‚411) (76‚420) (24‚986) (570‚979) 671 (355‚483) (63‚422) (19‚486) ----(1‚733) (15‚888) (21‚298)
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Chapter 1: Overview—The Financial Statements Chapter 1 introduces the four financial statements--Income Statement‚ Statement of Retained Earnings‚ Balance Sheet‚ and Statement of Cash Flows. Accounting as the language of business is discussed along with an introduction of the various users of accounting information. Financial and Managerial accounting are compared. The four ways to organize a business – proprietorship‚ partnership‚ limited – liability company‚ and corporation‚ are discussed
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________________________________ Financial Statement Analysis Financial statement analysis (or financial analysis) the process of understanding the risk and profitability of a firm (business‚ sub-business or project) through analysis of reported financial information‚ by using different accounting tools and techniques. Financial Statement Analysis Tools Financial statements are usually the final output of companies accounting operations. These statements contain information relating to the revenues
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CFIN4 ANALYSIS OF FINANCIAL STATEMENTS 1/21/15 CHAPTER 2 1 1. 2. Describe the basic financial information that is produced by corporations and explain how the firm’s stakeholders use such information. Describe the financial statements that corporations publish and the information that each statement provides. 2 © 2014 Cengage Learning. All Rights Reserved. May not be copied‚ scanned‚ or duplicated‚ in whole or in part‚ except for use as permitted in a license distributed with a certain product
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Analyzing Financial Statements Elizabeth Black HSM/260 October 16‚ 2011 Denise Lindley University of Phoenix Analyzing Financial Statements XYZ Corporation Years 2003/2004/2002 (Respectively Listed One Page after Another) 2003 Current Ratio | | | | | | | | | | | | | | | | | Current Ratio = | Current Assets | | $82‚058.00 | | | 0.87 | | | Current Liabilities | | $93‚975.00 | | | | | | | | | | | | | | | | | | | | | | Long-Term Solvency
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