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Statistical Techniques for Forensic Accounting: Understanding the Theory and Application of Data Analysis, by Saurav K. Dutta
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Master powerful statistical techniques for uncovering fraud or misrepresentation in complex financial data. The discipline of statistics has developed sophisticated, well-accepted approaches for identifying financial fraud and demonstrating that it is deliberate. Statistical Techniques for Forensic Accounting is the first comprehensive guide to these tools and techniques. Leading expert Dr. Saurav Dutta explains their mathematical underpinnings, shows how to use them properly, and guides you in communicating your findings to other interested and knowledgeable parties, or assessing others' analyses. Dutta is singularly well-qualified to write this book: he has been engaged as an expert in many of the world's highest-profile financial fraud cases, including Worldcom, Global Crossing, Cendant, and HealthSouth. Here, he covers everything professionals need to know to construct and conduct valid and defensible statistical tests, perform analyses, and interpret others' analyses. Coverage includes: exploratory data analysis to identify the "Fraud Triangle" and other red flags… data mining tools, usage, and limitations… statistical terms and methods applicable to forensic accounting… relevant uncertainty and probability concepts… Bayesian analysis and networks… statistical inference, sampling, sample size, estimation, regression, correlation, classification, prediction, and much more. For all forensic accountants, auditors, investigators, and litigators involved with corporate financial reporting; and for all students interested in forensic accounting and related fields.
- Sales Rank: #1470420 in Books
- Published on: 2013-06-28
- Original language: English
- Number of items: 1
- Dimensions: 9.44" h x .93" w x 7.20" l, 1.37 pounds
- Binding: Hardcover
- 288 pages
From the Back Cover
Master powerful statistical techniques for uncovering fraud or misrepresentation in complex financial data—and proving it in court
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• Identify patterns of potential financial malfeasance
• Perform valid statistical tests to measure the likelihood of impropriety
• Effectively communicate and defend your findings
• Requires no prior knowledge of probability or statistics
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Corporate fraud has become a growing public concern, and a far higher priority for prosecutors and regulators worldwide. Meanwhile, statistical tools for identifying and evaluating potential fraud have gained broad acceptance. Now, leading forensic accounting consultant Dr. Saurav K. Dutta introduces these tools and explains how to use them. This book provides a much needed structure to conjecture, integral to fraud investigation.
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Dutta demonstrates how to explore data to identify red flags and discover knowledge in “data rich, information poor” environments. You’ll master essential concepts of probability, learn how to sample data properly, and use regression to establish correlation. This book will help you become effective in any forensic accounting role—whether you’re an accountant, auditor, investigator, or litigator.
About the Author
Dr. Saurav K. Dutta is an Associate Professor at the Department of Accounting, Business Law, and Taxation at the State University of New York at Albany, where he previously served as the Chairman of the Department. He has taught at the Graduate School of Management, Rutgers University, and at Zicklin College of Business, Baruch College, New York. He holds a Bachelor of Technology Degree in Aerospace Engineering from the Indian Institute of Technology (Bombay) and a Ph. D. in Accounting from the University of Kansas.
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His research interests are in applying statistical and analytic methodology to accounting and auditing problems, and his current work involves analyzing problems in financial reporting, as well as studying the accounting aspects of corporate sustainability initiatives. He has published over 25 research papers in academic journals, including Auditing: A Journal of Practice and Theory; Journal of Accounting, Auditing, and Finance; Journal of Accounting and Public Policy; Issues in Accounting Education; Journal of Cost Management; Journal of Corporate Accounting and Finance; International Journal of Technology Management; The Quality Management Journal; Corporate Social Responsibility and Environmental Management; Strategic Finance; and others. Dr. Dutta has presented his research findings at numerous national and international academic conferences and has conducted research seminars at many universities including, Harvard, Oxford, New York University, Rutgers, University of Southern California, Michigan State, Bentley, and Maastricht. He has conducted professional teaching and training seminars at Dai-Ichi-Kangyo Bank, Merrill Lynch, Prudential Insurance Company, and KPMG LLP. He has been invited by the AICPA to conduct workshops on the use of statistics in forensic accounting, and he has also been the “Featured Speaker” for the Corporate Director’s Group.
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Dr. Dutta has been engaged to design and analyze statistical tests on numerous accounting/litigation projects under the jurisdiction of the New York State Attorney General’s Office, U.S. District Court of the Southern District of New York, and the Securities and Exchange Commission, among others. Some of these engagements involved designing statistical procedures to verify claims for settlements of amounts ranging from $500 million to $6.1 billion and include the settlements for MCI-WorldCom, Global Crossing, Cendant Corp, and HealthSouth. He was involved with the reparations of more than 400 million�CHF from the Swiss banks, under the purview of the U.S. District Court of Eastern New York. He has also been engaged to evaluate accounting systems related to hedge accounting, fair value accounting, and mergers and acquisition. Since 2006 he has served as the Subject Matter Expert (SME) for the IMA in their preparation and updating of the CMA examination study guide.
Most helpful customer reviews
4 of 4 people found the following review helpful.
Good book with some serious questions
By Prospee
As a forensic accountant conducting research in the discipline, I found this book to be very-well written in a fluid and communicative style. However, there are passages that failed to address the topic as clearly as would be expected from a scholar of the author's stature. For instance, the author conflates dependent and independent variables in the discussions on pages 235-236. More focused editing could have fixed this problem.
For a text on forensic accounting, one would expect a more comprehensive review of the various approaches currently garnering attention in this emergent discipline. In fact, the text does not even mention the application of Benford's law although it is used overwhelmingly in auditing circles. There are others, some of which are just fashionably summarized. This book is more an auditing tome that is couched in forensic accounting language, and liberally garnished with statistics to enhance the taste. The author provides a very good coverage of sample size estimation and Baye's Rule. Simply, this book is 250 pages too thin!
0 of 1 people found the following review helpful.
Five Stars
By amazonier
good book
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