Guide To Audit Data Analytics

Author : AICPA
Publisher : John Wiley & Sons
Page : 160 pages
File Size : 43,7 Mb
Release : 2018-02-21
Category : Business & Economics
ISBN : 9781945498640

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Guide to Audit Data Analytics by AICPA Pdf

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.

Author : AICPA
Publisher : Wiley
Page : 128 pages
File Size : 41,9 Mb
Release : 2018-01-09
Category : Business & Economics
ISBN : 1119504082

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Guide to Audit Data Analytics and Audit Guide by AICPA Pdf

This is a two-volume set. Guide to Data Analytics: 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. Analytical Procedures 2017: Updated as of October 1, 2017, This book includes relevant guidance contained in applicable standards and other technical sources. The guide summarizes applicable requirements and practices and delivers how-to advice for handling analytical procedures used in audits. The included case study illustrates the use of analytical procedures in planning and substantive testing, utilizing trend analysis, ratio analysis, reasonableness testing, and regression analysis. The remaining appendixes include examples of financial ratios and a comparison of the key provisions of the risk assessment standards.

Author : Gregory Shields
Publisher : Unknown
Page : 128 pages
File Size : 42,9 Mb
Release : 2018-04
Category : Electronic
ISBN : 1525402765

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AICPA Guide to Audit Data Analytics by Gregory Shields Pdf

Author : AICPA
Publisher : John Wiley & Sons
Page : 80 pages
File Size : 43,5 Mb
Release : 2016-11-30
Category : Business & Economics
ISBN : 9781937350598

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Audit Guide by AICPA Pdf

AICPA Audit Guides are developed and updated to provide guidance and tools for practitioners as they perform audit engagements. The AICPA Audit Guide Analytical Procedures, updated as of March 1, 2012, includes relevant guidance contained in applicable standards and other technical sources. The guide summarizes applicable requirements and practices, and delivers "how-to" advice for handling analytical procedures used in audits. The included case study illustrates the use of analytical procedures in planning and substantive testing, utilizing trend analysis, ratio analysis, reasonableness testing, and regression analysis. The appendices include a variety of examples of financial ratios and a comparison of the key provisions of the Risk Assessment Standards. This AICPA Audit Guide has been fully conformed to reflect the new standards resulting from the Clarity Project. Fully incorporating the clarified auditing standards into this year’s edition of the guide enables auditors to further their understanding of these recently issued auditing standards, as well as begin updating their audit methodologies, resources, and tools prior to the clarified auditing standards’ effective date. Additionally, this approach gives auditors the opportunity to review and understand the changes made by their third-party audit methodology and resource providers, if applicable. The clarified auditing standards are effective for audits of financial statements for periods ending on or after December 15, 2012 (calendar year 2012 audits). Auditors should continue to use the previous edition of this guide (2008 edition) until the clarified auditing standards become effective for the auditors’ engagements.

Author : Donald A. Dickie
Publisher : Unknown
Page : 128 pages
File Size : 51,9 Mb
Release : 2019-08-29
Category : Electronic
ISBN : 1634540611

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Data Analysis and Sampling Simplified by Donald A. Dickie Pdf

This book is about how to reduce large data sets down to the critical few high-risk subsets.

Author : Richard E. Cascarino
Publisher : CRC Press
Page : 418 pages
File Size : 42,8 Mb
Release : 2017-03-16
Category : Computers
ISBN : 9781498737159

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Data Analytics for Internal Auditors by Richard E. Cascarino Pdf

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.

Author : Raymond N. Johnson,Laura Davis Wiley,Robyn Moroney,Fiona Campbell,Jane Hamilton
Publisher : John Wiley & Sons
Page : 738 pages
File Size : 43,6 Mb
Release : 2019-04-16
Category : Business & Economics
ISBN : 9781119401742

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Auditing by Raymond N. Johnson,Laura Davis Wiley,Robyn Moroney,Fiona Campbell,Jane Hamilton Pdf

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.

Author : AICPA
Publisher : Wiley
Page : 96 pages
File Size : 55,6 Mb
Release : 2018
Category : Auditing, Analytical review
ISBN : 1945498889

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Audit Guide by AICPA Pdf

Updated as of October 1, 2017, This bookincludes relevant guidance contained in applicable standards and other technical sources. The guide summarizes applicable requirements and practices and delivers how-to advice for handling analytical procedures used in audits. The included case study illustrates the use of analytical procedures in planning and substantive testing, utilizing trend analysis, ratio analysis, reasonableness testing, and regression analysis. The remaining appendixes include examples of financial ratios and a comparison of the key provisions of the risk assessment standards.

Author : Haslinda Hassan,Raja Haslinda Raja Mohd Ali,Nurulhuda Ghazali
Publisher : UUM Press
Page : 92 pages
File Size : 40,5 Mb
Release : 2020-01-01
Category : Computers
ISBN : 9789672363446

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Audit Command Language (ACL) Analytics: A Practical Guide for Beginners (UUM Press) by Haslinda Hassan,Raja Haslinda Raja Mohd Ali,Nurulhuda Ghazali Pdf

Tired of performing an audit manually? This module provides a useful step-by-step approach to perform an audit using ACL. Easy to understand and follow. No such module in the market so far. This module is designed to assist users on how to use ACL as a powerful tool to audit. The module is divided into 8 Chapters. Chapter 1 introduces audit and information technology (IT) audit, audit assertions, audit procedures, and the relationship between audit assertions and audit procedures. Chapter 2 explains ACL in the audit, describing in brief its advantages and disadvantages. Chapter 3 assists users with using ACL. In this chapter, users will learn how to install ACL (version 9), and get familiar with the ACL menus and user interfaces. This module uses a step-by-step approach to guide users from creating a new project from ACL to viewing and modifying the table in ACL. Chapter 4 elaborates how to use ACL commands for data integrity verification. For this purpose, users will learn how to count records, total numeric fields or expression, and check for validity errors. Chapter 5 shows users how to analyse their data using the ACL command. The analyse include statistics, stratify, classify, examine the sequence, check for gaps, check for duplicates, ageing, and summarise commands. The remaining chapters cover three main accounting information systems (AIS) cycles, namely, sales and cash receipts (Chapter 6), purchase and cash payments (Chapter 7), and human resource (Chapter 8). For each cycle, cases are given for better assimilation.

Author : AICPA
Publisher : Wiley
Page : 0 pages
File Size : 45,7 Mb
Release : 2016-11-30
Category : Business & Economics
ISBN : 1937350592

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Audit Guide by AICPA Pdf

AICPA Audit Guides are developed and updated to provide guidance and tools for practitioners as they perform audit engagements. The AICPA Audit Guide Analytical Procedures, updated as of March 1, 2012, includes relevant guidance contained in applicable standards and other technical sources. The guide summarizes applicable requirements and practices, and delivers "how-to" advice for handling analytical procedures used in audits. The included case study illustrates the use of analytical procedures in planning and substantive testing, utilizing trend analysis, ratio analysis, reasonableness testing, and regression analysis. The appendices include a variety of examples of financial ratios and a comparison of the key provisions of the Risk Assessment Standards. This AICPA Audit Guide has been fully conformed to reflect the new standards resulting from the Clarity Project. Fully incorporating the clarified auditing standards into this year’s edition of the guide enables auditors to further their understanding of these recently issued auditing standards, as well as begin updating their audit methodologies, resources, and tools prior to the clarified auditing standards’ effective date. Additionally, this approach gives auditors the opportunity to review and understand the changes made by their third-party audit methodology and resource providers, if applicable. The clarified auditing standards are effective for audits of financial statements for periods ending on or after December 15, 2012 (calendar year 2012 audits). Auditors should continue to use the previous edition of this guide (2008 edition) until the clarified auditing standards become effective for the auditors’ engagements.

Author : Yusuf Moolla,Conor McGarrity
Publisher : Lioncrest Publishing
Page : 204 pages
File Size : 52,9 Mb
Release : 2021-12-07
Category : Electronic
ISBN : 1544526741

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The Data-Confident Internal Auditor by Yusuf Moolla,Conor McGarrity Pdf

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.

Author : Leonard W. Vona
Publisher : John Wiley & Sons
Page : 400 pages
File Size : 44,9 Mb
Release : 2017-01-04
Category : Business & Economics
ISBN : 9781119186793

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Fraud Data Analytics Methodology by Leonard W. Vona Pdf

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.

Author : J. Christopher Westland
Publisher : Springer
Page : 0 pages
File Size : 40,7 Mb
Release : 2024-03-27
Category : Business & Economics
ISBN : 3031474635

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Audit Analytics by J. Christopher Westland Pdf

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.

Author : Sunder Gee
Publisher : John Wiley & Sons
Page : 358 pages
File Size : 41,7 Mb
Release : 2014-12-03
Category : Business & Economics
ISBN : 9781118779651

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Fraud and Fraud Detection, + Website by Sunder Gee Pdf

Detect fraud faster—no matter how well hidden—with IDEA automation Fraud and Fraud Detection takes an advanced approach to fraud management, providing step-by-step guidance on automating detection and forensics using CaseWare's IDEA software. The book begins by reviewing the major types of fraud, then details the specific computerized tests that can detect them. Readers will learn to use complex data analysis techniques, including automation scripts, allowing easier and more sensitive detection of anomalies that require further review. The companion website provides access to a demo version of IDEA, along with sample scripts that allow readers to immediately test the procedures from the book. Business systems' electronic databases have grown tremendously with the rise of big data, and will continue to increase at significant rates. Fraudulent transactions are easily hidden in these enormous datasets, but Fraud and Fraud Detection helps readers gain the data analytics skills that can bring these anomalies to light. Step-by-step instruction and practical advice provide the specific abilities that will enhance the audit and investigation process. Readers will learn to: Understand the different areas of fraud and their specific detection methods Identify anomalies and risk areas using computerized techniques Develop a step-by-step plan for detecting fraud through data analytics Utilize IDEA software to automate detection and identification procedures The delineation of detection techniques for each type of fraud makes this book a must-have for students and new fraud prevention professionals, and the step-by-step guidance to automation and complex analytics will prove useful for even experienced examiners. With datasets growing exponentially, increasing both the speed and sensitivity of detection helps fraud professionals stay ahead of the game. Fraud and Fraud Detection is a guide to more efficient, more effective fraud identification.

Author : Philomena Leung,Paul Coram,Barry Cooper,Kirsty Meredith,Kirsty Redgen,Dominic Canestrari-Soh
Publisher : John Wiley & Sons
Page : 531 pages
File Size : 51,5 Mb
Release : 2023-09-15
Category : Electronic
ISBN : 9781394173440

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Audit and Assurance Services, Print and Interactive E-Text by Philomena Leung,Paul Coram,Barry Cooper,Kirsty Meredith,Kirsty Redgen,Dominic Canestrari-Soh Pdf

Written for the local market, the second edition of Audit and Assurance features a concise and contemporary presentation of auditing. This new edition has a major focus on both technology and applied learning, using lots of examples to ensure students will be able to do more than rote auditing and instead understand why processes are the way they are so that they can be more flexible. The new edition welcomes two new industry experts to the author team, Dominic Canestrati-Soh who is a Senior Manager at Ernst & Young and Kirsty Meredith who is an academic at USC with 7 years industry experience as a Chartered Accountant specialising in audit and taxation. The text has been updated with new content on data analytics, technology insights and interviews with auditing practioners as well as Excel screencasts and primers.