Machine Learning Applications for Accounting Disclosure and Fraud Detection

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Author :
Publisher : IGI Global
ISBN 13 : 179984806X
Total Pages : 270 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Machine Learning Applications for Accounting Disclosure and Fraud Detection by : Papadakis, Stylianos

Download or read book Machine Learning Applications for Accounting Disclosure and Fraud Detection written by Papadakis, Stylianos and published by IGI Global. This book was released on 2020-10-02 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: The prediction of the valuation of the “quality” of firm accounting disclosure is an emerging economic problem that has not been adequately analyzed in the relevant economic literature. While there are a plethora of machine learning methods and algorithms that have been implemented in recent years in the field of economics that aim at creating predictive models for detecting business failure, only a small amount of literature is provided towards the prediction of the “actual” financial performance of the business activity. Machine Learning Applications for Accounting Disclosure and Fraud Detection is a crucial reference work that uses machine learning techniques in accounting disclosure and identifies methodological aspects revealing the deployment of fraudulent behavior and fraud detection in the corporate environment. The book applies machine learning models to identify “quality” characteristics in corporate accounting disclosure, proposing specific tools for detecting core business fraud characteristics. Covering topics that include data mining; fraud governance, detection, and prevention; and internal auditing, this book is essential for accountants, auditors, managers, fraud detection experts, forensic accountants, financial accountants, IT specialists, corporate finance experts, business analysts, academicians, researchers, and students.

IFRS, Fair Value and Corporate Governance

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Publisher : Elsevier
ISBN 13 : 0080461662
Total Pages : 497 pages
Book Rating : 4.0/5 (84 download)

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Book Synopsis IFRS, Fair Value and Corporate Governance by : Dimitris N. Chorafas

Download or read book IFRS, Fair Value and Corporate Governance written by Dimitris N. Chorafas and published by Elsevier. This book was released on 2006-04-03 with total page 497 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written for managers and professionals in business and industry, this book helps the reader in: * Understanding what is and is not IFRS * Learning the complexities of IFRS implementation* Appreciating the contribution of IFRS to corporate governance The changeover from the mosaic of different heterogeneous national accounting standards to the International Financial Reporting Standards has not been easy. For many companies IFRS, and most particularly the concept of fair value in IAS 39, has amounted to a phase shift – which is prerequisite to achieving compliant financial reporting. The research conducted by Dr. Chorafas for this book, documented that the process of meeting IFRS requirements presents opportunities and challenges to all enterprises. As many companies have found out, abandoning the classical accruals accounting for marking-to-market their transactions and portfolio positions, has not been easy. The conversion process has affected several functions within the organization including balance sheets, P&L statements, auditing, risk control, information systems, and management accounting. This book is in made up of four parts: * Part One focuses on business competition, standards boards, corporate accounting, and IAS 39 * The theme of Part Two, is the implementation of IFRS, exemplified through case studies on task forces and practical applications * Part Three brings together IFRS and management accounting requirements, with emphasis on fair value. * Part Four addresses itself to the contribution IFRS can make to better corporate governance, and to rebuilding the balance sheet The book has many case studies based on actual experiences. These range from the implementation of IFRS directives such as hedge accounting, to developing practices of real-time balance sheets; the help provided by sophisticated accounting solutions help in stress testing; and a comprehensive definition of the role of the audit committee.* A clear and practical view of the complexities of IFRS implementation* Includes practical case studies from real-life companies going through the process* Pays particular attention to IAS 39 on Fair Value

CORPORATE GOVERNANCE, FOURTH EDITION

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Author :
Publisher : PHI Learning Pvt. Ltd.
ISBN 13 : 9391818552
Total Pages : 593 pages
Book Rating : 4.3/5 (918 download)

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Book Synopsis CORPORATE GOVERNANCE, FOURTH EDITION by : PRASAD, KESHO

Download or read book CORPORATE GOVERNANCE, FOURTH EDITION written by PRASAD, KESHO and published by PHI Learning Pvt. Ltd.. This book was released on 2022-10-01 with total page 593 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the new edition, the book has been revised and rearranged sequentially as per the subject content. The dreaded disease COVID-19 has had its serious impact across the international bodies and impacted the economies of the world. Objectives of corporate governance and corporations' old form/ways of working have changed drastically, since maximizing profits for shareholders is no longer an acceptable proposition. The focus has now shifted to societal needs and Directors are made more responsible to take care of the organization. This has been discussed in Chapter 12. Some new chapters are added to underline the importance of Business Ethics, CSR, and Whistleblowing in Corporate Governance. The text deals with models, theories/ approaches in ethics, governance, and CSR. Different types of prominent corporate scams across the globe have been discussed as examples. The live case studies, as discussed in the 3rd edition, have been retained in totality. The evolving definition of corporate governance has been duly discussed in Chapter 10 and 11. Provisions under the Indian Company Law 2013 have been discussed in detail, especially the mandatory provisions for controlling corruption/malpractices in companies. The author has tried to relate importance of the ethical principles and CSR as pillars of good corporate governance. In the changing times corporate governance has become a skilled job for the Directors and they are required to equip themselves with skills, knowledge, and expertise for managing different issues on governance. In nutshell, the new additions make the text richer and updated. Attempt has been made for covering different syllabuses of MBA programmes offered by B-Schools in the country on this subject. NEW TO THE EDITION • Sequentially revised and rearranged as per the subject content, which makes it very competitive in the market. • Introduces two new subjects: Ethics and CSR. • Underlines the importance of Business Ethics, CSR, and Whistleblowing in Corporate Governance. • Discusses different types of prominent corporate scams across the globe and the live case studies. • Principles on good corporate governance for implementation during COVID-19 regime have been covered in a separate chapter. • Role of company Directors has been highlighted in the changing times. • Includes mandatory provisions under the Indian Companies Act 2013 (updated up to 2020) for compliance in Corporate Governance. TARGET AUDIENCE The students pursuing MBA, MSW, and M.Com

Auditing, Assurance Services, and Forensics

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Author :
Publisher : Palgrave Macmillan
ISBN 13 : 9783319905204
Total Pages : 0 pages
Book Rating : 4.9/5 (52 download)

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Book Synopsis Auditing, Assurance Services, and Forensics by : Felix I. Lessambo

Download or read book Auditing, Assurance Services, and Forensics written by Felix I. Lessambo and published by Palgrave Macmillan. This book was released on 2018-08-02 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive presentation of auditing theory and practice. It simplifies audit concepts often considered abstract or vague to many. Written in a clear, concise, and understandable manner, the book covers the often uncovered and daring area of forensic auditing and analyses the approach thereof. Additionally, it covers the use of blockchain in audit through several illustrations and examples, and would be of interest to students, academics, and even junior auditors.

Financial Statement Fraud

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Publisher : John Wiley & Sons
ISBN 13 : 1118301552
Total Pages : 320 pages
Book Rating : 4.1/5 (183 download)

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Book Synopsis Financial Statement Fraud by : Gerard M. Zack

Download or read book Financial Statement Fraud written by Gerard M. Zack and published by John Wiley & Sons. This book was released on 2012-11-28 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: Valuable guidance for staying one step ahead of financial statement fraud Financial statement fraud is one of the most costly types of fraud and can have a direct financial impact on businesses and individuals, as well as harm investor confidence in the markets. While publications exist on financial statement fraud and roles and responsibilities within companies, there is a need for a practical guide on the different schemes that are used and detection guidance for these schemes. Financial Statement Fraud: Strategies for Detection and Investigation fills that need. Describes every major and emerging type of financial statement fraud, using real-life cases to illustrate the schemes Explains the underlying accounting principles, citing both U.S. GAAP and IFRS that are violated when fraud is perpetrated Provides numerous ratios, red flags, and other techniques useful in detecting financial statement fraud schemes Accompanying website provides full-text copies of documents filed in connection with the cases that are cited as examples in the book, allowing the reader to explore details of each case further Straightforward and insightful, Financial Statement Fraud provides comprehensive coverage on the different ways financial statement fraud is perpetrated, including those that capitalize on the most recent accounting standards developments, such as fair value issues.

Fraud Auditing and Forensic Accounting

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Publisher : John Wiley & Sons
ISBN 13 : 047087791X
Total Pages : 336 pages
Book Rating : 4.4/5 (78 download)

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Book Synopsis Fraud Auditing and Forensic Accounting by : Tommie W. Singleton

Download or read book Fraud Auditing and Forensic Accounting written by Tommie W. Singleton and published by John Wiley & Sons. This book was released on 2010-07-23 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: FRAUD AUDITING AND FORENSIC ACCOUNTING With the responsibility of detecting and preventing fraud falling heavily on the accounting profession, every accountant needs to recognize fraud and learn the tools and strategies necessary to catch it in time. Providing valuable information to those responsible for dealing with prevention and discovery of financial deception, Fraud Auditing and Forensic Accounting, Fourth Edition helps accountants develop an investigative eye toward both internal and external fraud and provides tips for coping with fraud when it is found to have occurred. Completely updated and revised, the new edition presents: Brand-new chapters devoted to fraud response as well as to the physiological aspects of the fraudster A closer look at how forensic accountants get their job done More about Computer-Assisted Audit Tools (CAATs) and digital forensics Technological aspects of fraud auditing and forensic accounting Extended discussion on fraud schemes Case studies demonstrating industry-tested methods for dealing with fraud, all drawn from a wide variety of actual incidents Inside this book, you will find step-by-step keys to fraud investigation and the most current methods for dealing with financial fraud within your organization. Written by recognized experts in the field of white-collar crime, this Fourth Edition provides you, whether you are a beginning forensic accountant or an experienced investigator, with industry-tested methods for detecting, investigating, and preventing financial schemes.

How They Got Away with it

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Publisher : Columbia University Press
ISBN 13 : 023115691X
Total Pages : 386 pages
Book Rating : 4.2/5 (311 download)

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Book Synopsis How They Got Away with it by : Susan Will

Download or read book How They Got Away with it written by Susan Will and published by Columbia University Press. This book was released on 2013 with total page 386 pages. Available in PDF, EPUB and Kindle. Book excerpt: A criminological investigation into the social, cultural, political & economic conditions that led to the 2008 financial collapse.

Corporate Governance Around the World

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Author :
Publisher : Routledge
ISBN 13 : 1134087888
Total Pages : 545 pages
Book Rating : 4.1/5 (34 download)

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Book Synopsis Corporate Governance Around the World by : Ahmed Naciri

Download or read book Corporate Governance Around the World written by Ahmed Naciri and published by Routledge. This book was released on 2008-02-14 with total page 545 pages. Available in PDF, EPUB and Kindle. Book excerpt: The last Asian financial crisis, coupled with the western series of corporate scandals, has caused investors and citizens to doubt mangers ability to guarantee credible financial information about organizations. Consequently, legislators all over the world have come to realise the necessity of legislating in the area of corporate governance.

Behaviour and Rationality in Corporate Governance

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Publisher : Routledge
ISBN 13 : 1134073682
Total Pages : 318 pages
Book Rating : 4.1/5 (34 download)

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Book Synopsis Behaviour and Rationality in Corporate Governance by : Oliver Marnet

Download or read book Behaviour and Rationality in Corporate Governance written by Oliver Marnet and published by Routledge. This book was released on 2008-03-10 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: Corporate scandals due to bad accounting happen too frequently for a system of corporate governance to be deemed effective. Exploring the reasons behind corporate misbehaviour, this book also answers the question of whether recent reforms are sufficient to prevent further scandals from occurring in the future.

Forensic Accounting and Fraud Examination

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1119494338
Total Pages : 626 pages
Book Rating : 4.1/5 (194 download)

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Book Synopsis Forensic Accounting and Fraud Examination by : Mary-Jo Kranacher

Download or read book Forensic Accounting and Fraud Examination written by Mary-Jo Kranacher and published by John Wiley & Sons. This book was released on 2019-05-14 with total page 626 pages. Available in PDF, EPUB and Kindle. Book excerpt: Forensic Accounting and Fraud Examination introduces students and professionals to the world of fraud detection and deterrence, providing a solid foundation in core concepts and methods for both public and private sector environments. Aligned with the National Institute of Justice (NIJ) model curriculum, this text provides comprehensive and up-to-date coverage of asset misappropriation, corruption, fraud, and other topics a practicing forensic accountant encounters on a daily basis. A focus on real-world practicality employs current examples and engaging case studies to reinforce comprehension, while in-depth discussions clarify technical concepts in an easily relatable style. End of chapter material and integrated IDEA and Tableau software cases introduces students to the powerful, user-friendly tools accounting professionals use to maximize auditing and analytic capabilities, detect fraud, and comply with documentation requirements, and coverage of current methods and best practices provides immediate relevancy to real-world scenarios. Amidst increased demand for forensic accounting skills, even for entry-level accountants, this text equips students with the knowledge and skills they need to successfully engage in the field.

Model Rules of Professional Conduct

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Publisher : American Bar Association
ISBN 13 : 9781590318737
Total Pages : 216 pages
Book Rating : 4.3/5 (187 download)

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Book Synopsis Model Rules of Professional Conduct by : American Bar Association. House of Delegates

Download or read book Model Rules of Professional Conduct written by American Bar Association. House of Delegates and published by American Bar Association. This book was released on 2007 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Model Rules of Professional Conduct provides an up-to-date resource for information on legal ethics. Federal, state and local courts in all jurisdictions look to the Rules for guidance in solving lawyer malpractice cases, disciplinary actions, disqualification issues, sanctions questions and much more. In this volume, black-letter Rules of Professional Conduct are followed by numbered Comments that explain each Rule's purpose and provide suggestions for its practical application. The Rules will help you identify proper conduct in a variety of given situations, review those instances where discretionary action is possible, and define the nature of the relationship between you and your clients, colleagues and the courts.

Fraud Risk Assessment

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Publisher : John Wiley and Sons
ISBN 13 : 1118021789
Total Pages : 342 pages
Book Rating : 4.1/5 (18 download)

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Book Synopsis Fraud Risk Assessment by : Tommie W. Singleton

Download or read book Fraud Risk Assessment written by Tommie W. Singleton and published by John Wiley and Sons. This book was released on 2011-04-12 with total page 342 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for the Fourth Edition of Fraud Auditing and Forensic Accounting "Tommie and Aaron Singleton have made important updates to a book I personally rely very heavily upon: Fraud Auditing and Forensic Accounting (FAFA). In the newest edition, they take difficult topics and explain them in straightforward actionable language. All my students benefitted from reading the third edition of the FAFA to better understand the issues and area of fraud and forensic accounting. With their singular focus on understandability and practicality, this Fourth Edition of the book makes a very important contribution for academics, researchers, practitioners, and students. Bravo!"—Dr. Timothy A. Pearson, Director, Division of Accounting, West Virginia University, Executive Director, Institute for Fraud Prevention "Finally someone has written a book that combines fraud examination and forensic accounting. The authors have clearly explained both in their earlier edition and now they have enhanced the first with additional materials. The order in which the material is presented is easy to grasp and logically follows the 'typical' fraud examination from the awareness that something is wrong to the court case. The explanatory materials presented aid this effort by being both well placed within the book and relevant to the narrative." —Dr. Douglas E. Ziegenfuss, Chair and Professor, Department of Accounting, Old Dominion University "Fraud Auditing and Forensic Accounting is a masterful compilation of the concepts found in this field. The organization of the text with the incorporation of actual cases, facts, and figures provides a logical and comprehensive basis for learning the intricacies of fraud examination and forensic accounting. The authors successfully blend the necessary basics with advanced principles in a manner that makes the book an outstanding resource for students and professionals alike."—Ralph Q. Summerford, President of Forensic/Strategic Solutions, PC

Financial Statement Fraud Defined

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1118076486
Total Pages : 352 pages
Book Rating : 4.1/5 (18 download)

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Book Synopsis Financial Statement Fraud Defined by : Zabihollah Rezaee

Download or read book Financial Statement Fraud Defined written by Zabihollah Rezaee and published by John Wiley & Sons. This book was released on 2011-03-21 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Financial Statement Fraud: Prevention and Detection, Second Edition is a valuable reference guide for fraud examiners, audit committees, management, and regulators; and for one other important cog in this wheel: the investors who stand to lose everything." —Joseph Wells, founder and Chairman, Association of Certified Fraud Examiners Exceptionally well researched and fully revised, Financial Statement Fraud, Second Edition provides thorough coverage of the nature and extent of financial reporting fraud. Authors and accounting experts Zabihollah Rezaee and Richard Riley describe the most successful methods for preventing, detecting, and controlling incidents of financial reporting fraud and offer reliable guidance from standard-setting organizations such as the PCAOB, AICPA, and the SEC. Real-life case studies of companies guilty of such fraud—and a discussion of the consequences—help illustrate important concepts. Thoroughly updated for today's marketplace, Financial Statement Fraud, Second Edition contains sample reports, examples, and documents that promote a realistic understanding of financial statement fraud and the investigation of fraudulent financial reporting allegations centered on the elements of fraud: the act, the concealment, and the conversion or benefit to the perpetrator. Whether you are a manager, board of director, executive, or auditor, the Second Edition updates you on all the important issues regarding financial statement fraud, including: Auditing standards issued by the PCAOB, technological advances, and globalization SOX- and SEC-related implementation rules The movement toward IFRS and IAAS and the use of the XBRL reporting platform The trend toward reducing the complexity of the financial reporting process Corporate governance reforms in the post-SOX era Antifraud policies, practices, and education for all players in the financial reporting process With practical tools and techniques for carrying out antifraud responsibilities, Financial Statement Fraud, Second Edition is the only resource you will need to identify early warning signs of financial misconduct and a reliable, practical guide to preventing it.

E-book: Ethical Obligations and Decision-Making in Accounting: Text and Cases

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Author :
Publisher : McGraw Hill
ISBN 13 : 0077185463
Total Pages : 626 pages
Book Rating : 4.0/5 (771 download)

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Book Synopsis E-book: Ethical Obligations and Decision-Making in Accounting: Text and Cases by : Mintz

Download or read book E-book: Ethical Obligations and Decision-Making in Accounting: Text and Cases written by Mintz and published by McGraw Hill. This book was released on 2016-04-16 with total page 626 pages. Available in PDF, EPUB and Kindle. Book excerpt: E-book: Ethical Obligations and Decision-Making in Accounting: Text and Cases

Entrepreneurship, Governance and Ethics

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Publisher : Springer Science & Business Media
ISBN 13 : 940072926X
Total Pages : 262 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis Entrepreneurship, Governance and Ethics by : Robert Cressy

Download or read book Entrepreneurship, Governance and Ethics written by Robert Cressy and published by Springer Science & Business Media. This book was released on 2012-02-08 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: The chapters of this book are a selection of papers presented at a joint conference on Law, Ethics and Finance was held at the York University Schulich School of Business, 16–18 September, 2010. This book highlights with empirical data the strong interplay on ethics in organisational efficiency and entrepreneurial activity, and the role of legal settings and governance in facilitating ethical standards. It is hoped these papers encourage future scholars to continue to investigate the role of law and corporate governance in mitigating corruption and facilitating integrity in management,entrepreneurship and finance. Previously published in the Journal of Business Ethics, Volume 95 Supplement 2, 2010​

Financial Statement Fraud

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 0470455705
Total Pages : 352 pages
Book Rating : 4.4/5 (74 download)

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Book Synopsis Financial Statement Fraud by : Zabihollah Rezaee

Download or read book Financial Statement Fraud written by Zabihollah Rezaee and published by John Wiley & Sons. This book was released on 2009-09-28 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Practical examples, sample reports, best practices and recommendations to help you deter, detect, and prevent financial statement fraud Financial statement fraud (FSF) continues to be a major challenge for organizations worldwide. Financial Statement Fraud: Prevention and Detection, Second Edition is a superior reference providing you with an up-to-date understanding of financial statement fraud, including its deterrence, prevention, and early detection. You will find A clear description of roles and responsibilities of all those involved in corporate governance and the financial reporting process to improve the quality, reliability and transparency of financial information. Sample reports, examples, and documents that promote a real-world understanding of incentives, opportunities, and rationalizations Emerging corporate governance reforms in the post-SOX era, including provisions of the SOX Act, global regulations and best practices, ethical considerations, and corporate governance principles Practical examples and real-world "how did this happen" discussions that provide valuable insight for corporate directors and executives, auditors, managers, supervisory personnel and other professionals saddled with anti-fraud responsibilities Expert advice from the author of Corporate Governance and Ethics and coauthor of the forthcoming Wiley textbook, White Collar Crime, Fraud Examination and Financial Forensics Financial Statement Fraud, Second Edition contains recommendations from the SEC Advisory Committee to reduce the complexity of the financial reporting process and improving the quality of financial reports.

Understanding Company Law

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Publisher : Routledge
ISBN 13 : 1351655558
Total Pages : 327 pages
Book Rating : 4.3/5 (516 download)

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Book Synopsis Understanding Company Law by : Alastair Hudson

Download or read book Understanding Company Law written by Alastair Hudson and published by Routledge. This book was released on 2017-07-06 with total page 327 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understanding Company Law is a lively introduction to the key principles of the Companies Act 2006 and modern company law. It takes a unique approach to the subject, which also encompasses the important and growing fields of securities regulation, corporate governance and corporate social responsibility. This book covers all of the key topics that a student reader will encounter in any company law course. The discussion presents the key principles simply, before guiding the reader through the more complex issues that are often the focus of examinations in this subject. It also offers pathways into further reading, while injecting enjoyment back into the topic. In Understanding Company Law, Professor Hudson provides a straightforward guide to the law, while providing context, detailed analyses of the leading cases, and no little humour. The second edition covers key recent changes and developments in company law, both case law and statutory, including: two recent Supreme Court decisions on piercing the corporate veil, VTB Capital plc v Nutritek International Corp and others and Prest v Petrodel Resources Limited & Others, and an analysis of the Conservative government’s Green Paper on Corporate Governance. Online support Visit the author’s website at www.alastairhudson.com to find podcasts of specially recorded lectures covering the basic principles and an audiobook version of this text.