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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these terms in your own words. Sarbanes-Oxley Act (SOX): This was a regulation passed by the government to prevent immoral corporate behavior. Balance sheet: A balance sheet is a financial statement that shows the assets‚ liabilities and stockholder’s equity. Income Statement: An income statement is a financial report that shows the net income or net loss by reporting the revenues and expenses. External user: External users of accounting information are investors or bankers that need accounting
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AUDITOR’S REPORT [pic] [pic] NOTES TO FINANCIAL STATEMENTS 37.3 Fair values of financial assets and liabilities Fair value is the amount for which an asset could be exchanged‚ or a liability settled‚ between knowledgeable willing parties in an arms length transaction. Notes to the Financial Statements for the year ended June 30‚ 2008 (b) Credit risk Credit risk represents the risk of a loss if the counter parties
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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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Financial Statements Paper There are for basic financial statements in accounting. Each one of these statements has their one nook within a company either negative or positive. The four are; the balance sheet‚ the income statement‚ the statement of retained earnings‚ and the statement of cash flows. I will discuss the how each is useful to both external and internal users. In the conclusion of this paper you will also understand the importance of each of these as well
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FINANCIAL STATEMENT ANALYSIS PROJECT Presented By Group Leader: Table of contents: - 1. SECTION 1: EXECUTIVE SUMMARY ………………………….…. 2 2. SECTION 2: BALANCE SHEET ANALYSIS ……………………………….. 4 3. SECTION 3: INCOME STATEMENT…………………………………………17 4. SECTION 4: RATIO ANALYSIS………………………………………………27 5. SECTION 5: CONCLUSIONS/RECOMMENDATIONS……………….…......30 6. SECTION 6: PUBLIC PERCEPTION AND RECENT RESULTS………….…31 7. APPENDIX 38
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Accounting and financial statement • Business going concern- dobry interes = IT WILL CONTINUE INTO THE FUTURE Current market value of its fixed assets is irrelevant‚ they’re not for sale. Fixed assets-środki trwałe. • NET BOOK VALUE->>Historical cost accounting = assets at original purchase price –accumulated depreciation charges. WARTOŚĆ KSIĘGOWA NETTO historyczna kalkulacja kosztów = aktywa w oryginalnej cenie zakupu-zgromadzone odpisy amortyzacyjne
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3101AFE TUTORIAL 2 - Semester 2 2013 Deegan Topics 2 and 3: The financial reporting environment and Regulation of financial accounting 2.1 What expectations do accounting standard-setters have about the accounting knowledge of financial statement readers? Accounting standard-setters have an expectation that the readers of general purpose financial reports have a ‘reasonable knowledge’ of accounting. Specifically‚ the IASB Framework states that ‘users are expected to have
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Stakeholders’ and Financial Statements Carol Watts Intermediate Accounting I ACC305 In today’s day and age there is no easy way of telling which companies are doing well and which are almost down in the dumps. Banks‚ lending facilities‚ and/or external stakeholders are greatly interested in seeing where companies are in the market compared to their competitors. These companies take the most risk by investing their monies into entities that are not started‚ maintained‚ or organized by
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Case Analysis: 1.1 Hospitals are Driving toward a Leaner Organization Background: To obtain sustainable organizational efficiency and service quality‚ many hospitals have adopted an Open Systems Perspective by using “lean management” procedures borrowed from leading car manufacturers‚ in an effort to “reduce and remove waste from work processes”. These processes improved organizational efficiency reduced costs and provided better patient care. i What ‘seems’ to be the Problem: Secondary Symptoms
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