Download or read book Data Analytics for Internal Auditors written by Richard E. Cascarino and published by CRC Press. This book was released on 2017-03-16 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: There are many webinars and training courses on Data Analytics for Internal Auditors, but no handbook written from the practitioner’s viewpoint covering not only the need and the theory, but a practical hands-on approach to conducting Data Analytics. The spread of IT systems makes it necessary that auditors as well as management have the ability to examine high volumes of data and transactions to determine patterns and trends. The increasing need to continuously monitor and audit IT systems has created an imperative for the effective use of appropriate data mining tools. This book takes an auditor from a zero base to an ability to professionally analyze corporate data seeking anomalies.
Download or read book Data Analysis and Sampling Simplified written by Donald A. Dickie and published by . This book was released on 2019-08-29 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is about how to reduce large data sets down to the critical few high-risk subsets.
Download or read book Data Analytics written by Warren W. Stippich and published by . This book was released on 2016 with total page 96 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book The Data Confident Internal Auditor written by Yusuf Moolla and published by Lioncrest Publishing. This book was released on 2021-12-07 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: For internal auditors, developing trends in data analysis and data science can feel less like a wealth of information and more like an avalanche. Still, better use of data provides an opportunity to advance your career by adopting new, invaluable skills. The missing link? Jargon-free guidance that cuts through the hype. The Data-Confident Internal Auditor demystifies the use of data in internal audits through practical, step-by-step guidance. With concepts and tools that are easy to understand and apply, this comprehensive guide shows you how to approach data yourself, without having to wait on data scientists or technical experts. Developed over the course of hundreds of actual audits, these real-world approaches and practices are distilled into a simple sequence of steps that will leave you feeling confident and even eager to apply them for yourself. Pick up The Data-Confident Internal Auditor and start building your data skills today.
Download or read book Audit Analytics written by J. Christopher Westland and published by Springer. This book was released on 2024-03-27 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book, using R and RStudio, demonstrates how to render an audit opinion that is legally and statistically defensible; analyze, extract, and manipulate accounting data; build a risk assessment matrix to inform the conduct of a cost-effective audit program; and more. Today, information technology plays a pivotal role in financial control and audit: most financial data is now digitally recorded and dispersed among servers, clouds and networks over which the audited firm has no control. Additionally, a firm’s data—particularly in the case of finance, software, insurance and biotech firms—comprises most of the audited value of the firm. Financial audits are critical mechanisms for ensuring the integrity of information systems and the reporting of organizational finances. They help avoid the abuses that led to passage of legislation such as the Foreign Corrupt Practices Act (1977), and the Sarbanes-Oxley Act (2002). Audit effectiveness has declined over the past two decades, as auditor skillsets have failed to keep up with advances in information technology. Information and communication technology lie at the core of commerce today and are integrated in business processes around the world. This book is designed to meet the increasing need of audit professionals to understand information technology and the controls required to manage it. This 2nd edition includes updated code and test. Machine learning, AI, and SEC’s EDGAR data are also, improved and updated. The material included focuses on the requirements for annual Securities and Exchange Commission audits (10-K) for listed corporations. These represent the benchmark auditing procedures for specialized audits, such as internal, governmental, and attestation audits. Many examples reflect the focus of the 2024 CPA exam, and the data analytics-machine learning approach will be central to the AICPA’s programs, in the near future.
Download or read book Auditing written by Raymond N. Johnson and published by Wiley Global Education. This book was released on 2019-05-20 with total page 736 pages. Available in PDF, EPUB and Kindle. Book excerpt: The explosion of data analytics in the auditing profession demands a different kind of auditor. Auditing: A Practical Approach with Data Analytics prepares students for the rapidly changing demands of the auditing profession by meeting the data-driven requirements of today’s workforce. Because no two audits are alike, this course uses a practical, case-based approach to help students develop professional judgement, think critically about the auditing process, and develop the decision-making skills necessary to perform a real-world audit. To further prepare students for the profession, this course integrates seamless exam review for successful completion of the CPA Exam.
Download or read book Intelligent Systems and Applications written by Kohei Arai and published by Springer Nature. This book was released on 2021-08-02 with total page 858 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents Proceedings of the 2021 Intelligent Systems Conference which is a remarkable collection of chapters covering a wider range of topics in areas of intelligent systems and artificial intelligence and their applications to the real world. The conference attracted a total of 496 submissions from many academic pioneering researchers, scientists, industrial engineers, and students from all around the world. These submissions underwent a double-blind peer-review process. Of the total submissions, 180 submissions have been selected to be included in these proceedings. As we witness exponential growth of computational intelligence in several directions and use of intelligent systems in everyday applications, this book is an ideal resource for reporting latest innovations and future of AI. The chapters include theory and application on all aspects of artificial intelligence, from classical to intelligent scope. We hope that readers find the book interesting and valuable; it provides the state-of-the-art intelligent methods and techniques for solving real-world problems along with a vision of the future research.
Download or read book Audit Analytics in the Financial Industry written by Jun Dai and published by Emerald Group Publishing. This book was released on 2019-10-28 with total page 197 pages. Available in PDF, EPUB and Kindle. Book excerpt: Split into six parts, contributors explore ways to integrate Audit Analytics techniques into existing audit programs for the financial industry. Chapters include topics such as fraud risks in the credit card sector, clustering techniques, fraud and anomaly detection, and using Audit Analytics to assess risk in the lawsuit and payment processes.
Download or read book Guide to Audit Data Analytics written by AICPA and published by John Wiley & Sons. This book was released on 2018-02-21 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt: Designed to facilitate the use of audit data analytics (ADAs) in the financial statement audit, this title was developed by leading experts across the profession and academia. The guide defines audit data analytics as “the science and art of discovering and analyzing patterns, identifying anomalies, and extracting other useful information in data underlying or related to the subject matter of an audit through analysis, modeling, and visualization for planning or performing the audit.” Simply put, ADAs can be used to perform a variety of procedures to gather audit evidence. Each chapter focuses on an audit area and includes step-by-step guidance illustrating how ADAs can be used throughout the financial statement audit. Suggested considerations for assessing the reliability of data are also included in a separate appendix.
Download or read book Internal Audit written by David Coderre and published by John Wiley & Sons. This book was released on 2008-12-22 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: Internal Audit: Efficiency Through Automation teaches state-of-the-art computer-aided audit techniques, with practical guidelines on how to get much needed data, overcome organizational roadblocks, build data analysis skills, as well as address Continuous Auditing issues. Chapter 1 CAATTs History, Chapter 2 Audit Technology, Chapter 3 Continuous Auditing, Chapter 4 CAATTs Benefits and Opportunities, Chapter 5 CAATTs for Broader Scoped Audits, Chapter 6 Data Access and Testing, Chapter 7 Developing CAATT Capabilities, Chapter 8 Challenges for Audit,
Download or read book AUDIT ANALYTICS written by Arslan K. Khan and published by Lulu.com. This book was released on 2016-08-15 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: The authors, Arslan Khan and Edward Zimmer, demystify any perceived complexities in establishing a robust analytics control function. They provide a simple process to develop and implement an audit analytics strategy to meet the specific needs of organizations. This book provides practical approaches to using data analytics to enable continuous auditing to monitor the effectiveness of business controls. The authors' experience in developing data analytics that support an Internal Audit function can also be leveraged in other areas of the organization. Through the use of simple examples and practical tips, a framework for developing a sustainable audit analytics strategy is provided. Specific guidance is also provided regarding the talent, processes, and technology needed to move from your current state to the target environment. The business case has moved from "can the organization afford an audit analytics function" to "can an organization afford NOT to have an audit analytics function."
Download or read book Data Analytics written by Richard Cline and published by . This book was released on 2018-03-15 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: The insights in this book offer readers specific actions they can pursue to position their organization, and internal audit specifically, to unlock the full potential of data and analytics.
Download or read book Fraud Data Analytics Methodology written by Leonard W. Vona and published by John Wiley & Sons. This book was released on 2017-01-04 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: Uncover hidden fraud and red flags using efficient data analytics Fraud Data Analytics Methodology addresses the need for clear, reliable fraud detection with a solid framework for a robust data analytic plan. By combining fraud risk assessment and fraud data analytics, you'll be able to better identify and respond to the risk of fraud in your audits. Proven techniques help you identify signs of fraud hidden deep within company databases, and strategic guidance demonstrates how to build data interrogation search routines into your fraud risk assessment to locate red flags and fraudulent transactions. These methodologies require no advanced software skills, and are easily implemented and integrated into any existing audit program. Professional standards now require all audits to include data analytics, and this informative guide shows you how to leverage this critical tool for recognizing fraud in today's core business systems. Fraud cannot be detected through audit unless the sample contains a fraudulent transaction. This book explores methodologies that allow you to locate transactions that should undergo audit testing. Locate hidden signs of fraud Build a holistic fraud data analytic plan Identify red flags that lead to fraudulent transactions Build efficient data interrogation into your audit plan Incorporating data analytics into your audit program is not about reinventing the wheel. A good auditor must make use of every tool available, and recent advances in analytics have made it accessible to everyone, at any level of IT proficiency. When the old methods are no longer sufficient, new tools are often the boost that brings exceptional results. Fraud Data Analytics Methodology gets you up to speed, with a brand new tool box for fraud detection.
Download or read book Continuous Auditing written by David Y. Chan and published by Emerald Group Publishing. This book was released on 2018-03-21 with total page 359 pages. Available in PDF, EPUB and Kindle. Book excerpt: Continuous Auditing provides academics and practitioners with a compilation of select continuous auditing design science research, and it provides readers with an understanding of the underlying theoretical concepts of a continuous audit, ideas on how continuous audit can be applied in practice, and what has and has not worked in research.
Download or read book The Audit Value Factor written by Daniel Samson and published by CRC Press. This book was released on 2019-07-30 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Audit Value Factor: Making Management’s Head Turn empowers readers with a systematic method to build and maintain a value-centric internal audit organization. The book explores how to identify, quantify, and articulate value for customers. It details six critical success factors: Value propositions that link directly to customer needs Fostering customer relationships using the CREATE model Talent development using the TEAM model Risk expertise that raises awareness, understanding, and action Change management and process optimization using the SMART model Data analytics that provide powerful insights to operations The Audit Value Factor offers easy to use tools and practical strategies that deliver tangible and immediate benefits for the internal audit team. Praise for The Audit Value Factor: Making Management’s Head Turn "Daniel Samson, the inspiring and forward-thinking CAE at SRI International, has created an essential guide to adding value through Internal Audit in his new book The Audit Value Factor. It's an important addition to any internal auditor's toolkit, with helpful suggestions on topics ranging from talent planning to data analytics. I highly recommend it to any internal audit professional looking to "up their game." Laurie A. Hanover, CIA, CAE Sunrun Inc. "Internal Auditors often strive for a ‘seat at the table,’ be it with Business Leaders, Senior Management, the Board, or really, any significant decision maker in an organization. In The Audit Value Factor, Dan Samson provides the roadmap to ensuring that Internal Audit gets not only that seat at the table, but also that role of a critical business partner that is valued in facilitating change and helping an organization achieve its goals." Brian Tremblay, CAE Acacia Communications "Great audit functions generate value and build leadership capacity from staff to CAE. The Audit Value Factor’s compelling examples, data, and actionable tools enable auditors at every level to build relationships of trust, ask the right questions, and deliver powerful insights to their organization." Dr. Kathryn Bingham, Executive Coach and CEO, LEADistics LLC
Download or read book The Internal Auditing Handbook written by K. H. Spencer Pickett and published by John Wiley & Sons. This book was released on 2010-09-07 with total page 1091 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first edition of The Internal Auditing Handbook received wide acclaim from readers and became established as one of the definitive publications on internal auditing. The second edition was released soon after to reflect the rapid progress of the internal audit profession. There have been a number of significant changes in the practice of internal auditing since publication of the second edition and this revised third edition reflects those changes. The third edition of The Internal Auditing Handbook retains all the detailed material that formed the basis of the second edition and has been updated to reflect the Institute of Internal Auditor’s (IIA) International Standards for the Professional Practice of Internal Auditing. Each chapter has a section on new developments to reflect changes that have occurred over the last few years. The key role of auditors in reviewing corporate governance and risk management is discussed in conjunction with the elevation of the status of the chief audit executive and heightened expectations from boards and audit committees. Another new feature is a series of multi-choice questions that have been developed and included at the end of each chapter. This edition of The Internal Auditing Handbook will prove to be an indispensable reference for both new and experienced auditors, as well as business managers, members of audit committees, control and compliance teams, and all those who may have an interest in promoting corporate governance.
Download or read book Total Quality Auditing written by Amanda Jo Erven and published by . This book was released on 2019-03-15 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt: Begin the transformation of the Internal Audit function by applying Total Quality Management (TQM) concepts. The book, Total Quality Auditing, How a Total Quality Mindset Can Help Internal Audit Add Real Value, presents how to put TQM concepts to work in the world of Internal Auditing. The Total Quality Auditing (TQA) Six Points of Focus including Ethics and Culture, Standards of Conduct, Customer Feedback, Lean Auditing, Balance of Audit and Consulting and Internal Audit Leadership provide a framework that can be immediately applied to increase the value of Internal Audit through proactive steps to reduced risks and improved organization effectiveness. TQA is a new and refreshing approach that will change the way Internal Audit goes to work. TQA is a teachable moment for organization leaders, CEO's, CFO's, CAE's and Internal Auditors, not of how auditing is conducted today, but how it can be transformed in the future.
