Forecasting: principles and practice

Forecasting: principles and practice PDF Author: Rob J Hyndman
Publisher: OTexts
ISBN: 0987507117
Category : Business & Economics
Languages : en
Pages : 380

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Book Description
Forecasting is required in many situations. Stocking an inventory may require forecasts of demand months in advance. Telecommunication routing requires traffic forecasts a few minutes ahead. Whatever the circumstances or time horizons involved, forecasting is an important aid in effective and efficient planning. This textbook provides a comprehensive introduction to forecasting methods and presents enough information about each method for readers to use them sensibly.

Forecasting: principles and practice

Forecasting: principles and practice PDF Author: Rob J Hyndman
Publisher: OTexts
ISBN: 0987507117
Category : Business & Economics
Languages : en
Pages : 380

Get Book Here

Book Description
Forecasting is required in many situations. Stocking an inventory may require forecasts of demand months in advance. Telecommunication routing requires traffic forecasts a few minutes ahead. Whatever the circumstances or time horizons involved, forecasting is an important aid in effective and efficient planning. This textbook provides a comprehensive introduction to forecasting methods and presents enough information about each method for readers to use them sensibly.

Fundamentals of Demand Planning and Forecasting

Fundamentals of Demand Planning and Forecasting PDF Author: Chaman L. Jain
Publisher:
ISBN: 9780983941309
Category :
Languages : en
Pages : 402

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Book Description


Demand and Supply Integration

Demand and Supply Integration PDF Author: Mark A. Moon
Publisher: FT Press
ISBN: 0133088030
Category : Business & Economics
Languages : en
Pages : 305

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Book Description
Supply chain professionals: master pioneering techniques for integrating demand and supply, and create demand forecasts that are far more accurate and useful! In Demand and Supply Integration, Dr. Mark Moon presents the specific design characteristics of a world-class demand forecasting management process, showing how to effectively integrate demand forecasting within a comprehensive Demand and Supply Integration (DSI) process. Writing for supply chain professionals in any business, government agency, or military procurement organization, Moon explains what DSI is, how it differs from approaches such as SandOP, and how to recognize the symptoms of failures to sufficiently integrate demand and supply. He outlines the key characteristics of successful DSI implementations, shows how to approach Demand Forecasting as a management process, and guides you through understanding, selecting, and applying the best available qualitative and quantitative forecasting techniques. You'll learn how to thoroughly reflect market intelligence in your forecasts; measure your forecasting performance; implement state-of-the-art demand forecasting systems; manage Demand Reviews, and much more. For wide audiences of supply chain, logistics, and operations management professionals at all levels, from analyst and manager to Director, Vice President, and Chief Supply Chain Officer; and for researchers and graduate students in the field.

Principles of Business Forecasting--2nd Ed

Principles of Business Forecasting--2nd Ed PDF Author: Keith Ord
Publisher: Wessex, Incorporated
ISBN: 9780999064917
Category : Business forecasting
Languages : en
Pages : 588

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Book Description
This second edition of Principles of Business Forecasting by Keith Ord, Robert Fildes, and newest author Nikolaos Kourentzes serves as both a textbook for students and as a reference book for experienced forecasters in a variety of fields. The authors' motivation for writing this book, is to give users the tools and insight to make the most effective forecasts drawing on the latest research ideas, without being overly technical. The book is unique in its design, providing an introduction to both standard and advanced forecasting methods, as well as a focus on general principles to guide and simplify forecasting practice for those with little or no professional experience. One of the book's key strengths is the emphasis on real data sets, which have been updated in this second edition. These data sets are taken from government and business sources and are used throughout in the chapter examples and exercises. Forecasting techniques are demonstrated using a variety of software platforms beyond just "R," and a companion website provides easy-to-use Excel(R) macros that users can access to conduct analyses. Another important innovation in the second edition is the tutorial support for using open-source R programs, making all the methods available for use both in courses and practice. After the introductory chapters, the focus shifts to using extrapolative methods (exponential smoothing and ARIMA), then to statistical model-building using multiple regression. The authors also cover more novel techniques including data mining and judgmental methods, which are gaining increasing attention in applications. The second edition also offers expanded material on data analytics, in particular neural nets together with software, and applications that include new research findings relevant and immediately applicable to operations, such as hierarchical modeling and temporal aggregation. Finally, the authors examine organizational issues of implementation and the development of a forecasting support system within an organization; relevant to every manager, or future manager, who must make plans or decisions based on forecasts. Please take a moment to review the companion website for additional content in the Appendices (Basic Statistical Concepts, overview of Forecasting Software, and Forecasting in R: Tutorial and Examples) the many data sets referenced in the chapters, macros such as the Exponential Smoothing and Trend Curve Marcos and Time Series Neural Network Analysis and student study materials.

Taxmann's Management Accounting with Excel Applications (UGCF | NEP) – Comprehensive guide covering essential concepts, practical Excel applications and real-world scenarios | B.Com.

Taxmann's Management Accounting with Excel Applications (UGCF | NEP) – Comprehensive guide covering essential concepts, practical Excel applications and real-world scenarios | B.Com. PDF Author: Prof. (Dr.) C.P. Gupta
Publisher: Taxmann Publications Private Limited
ISBN: 9357784837
Category : Education
Languages : en
Pages : 20

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Book Description
In the ever-evolving business world, information is the cornerstone of effective management. The ability to analyse, interpret, and apply relevant data can define success and failure. Management Accounting with Excel Applications is a comprehensive guide that introduces readers to the intricate world of management accounting. This discipline plays a pivotal role in an organisation's planning, performance evaluation, control, and decision-making. This book is aligned with the latest syllabus outlined by the National Education Policy (NEP) and is specifically tailored for students pursuing B.Com. (Hons.) and B.Com. degrees, focusing on those enrolled in the University of Delhi. Beyond its primary academic purpose, the book's extensive coverage makes it an invaluable resource for anyone interested in management accounting, including those preparing for professional exams like CMA and CA. Additionally, it serves as an excellent tool for educators who seek a well-structured and practical approach to teaching management accounting and for professionals aiming to enhance their expertise in management accounting and Excel applications. In essence, this book caters to a broad audience, encompassing undergraduate students, exam candidates, and early-career professionals in the accounting and finance sectors. The book thoroughly covers the foundational concepts of management accounting, examining its intersections with other critical areas such as financial and cost accounting, operational research, and tax planning. The Present Publication is the Latest Edition, authored by Prof. (Dr) C.P. Gupta and Dr Vidisha Garg, with the following noteworthy features: • [Structured Learning] The book is organised into seven detailed chapters that correspond directly with the university syllabus, covering essential topics. This structured approach ensures that readers gain a comprehensive understanding of each topic in a logical sequence • [Practical Examples and Real-World Applications] Understanding complex concepts becomes easier with the book's extensive use of examples, illustrations, and solved problems. Each chapter features a unique 'Real-Life Episode' section that brings theories to life, showing how management accounting principles are applied in real business scenarios • [Excel Integration] In a digital age, proficiency in Excel is a must for any aspiring management accountant. This book goes beyond traditional teaching by incorporating 'Excel Applications,' where students learn to use Excel for various accounting functions. These sections provide practical insights into how technology can be leveraged to enhance decision-making and efficiency • [Logical and Clear Explanations] A standout feature of this book is its focus on the logical breakdown of formulas and concepts. Students are guided step-by-step through the reasoning behind each calculation, fostering a deeper understanding that transcends rote learning • [Supplementary Learning Tools] To support deeper learning, the book includes appendices that discuss the specific topics, providing additional context and explanations • [Holistic Approach] The text doesn't just prepare students for exams; it equips them with the skills and knowledge to excel professionally. The extensive coverage of examination questions for B.Com. (Hons.), B.Com., C.M.A., and C.A. ensures that students are well-prepared for various assessments. • [Collaborative Effort] This book draws on the expertise of several authors who have significantly contributed to the field of management accounting, ensuring that readers receive a well-rounded and authoritative resource The detailed chapter breakdown is as follows: • Introduction to Management Accounting o Overview of management accounting, its objectives, nature, scope, and historical background o Understanding of the differences between management, financial, and cost accounting o Discussion on cost control, cost reduction, and cost management • Budgeting and Budgetary Control o Comprehensive coverage of budgeting, including objectives, prerequisites, and various functional budgets o Detailed examination of alternative budgeting approaches and their merits and limitations • Standard Costing and Variance Analysis o Explanation of standard costing, types of standards, variance analysis, and the advantages and limitations of these methods o In-depth analysis of material, labour, overhead, and sales variances • Absorption Costing and Variable Costing o Discussion on product and period costs, income statement preparation, and profit reconciliation under different costing methods o Critical evaluation of the pros and cons of absorption and variable costing • Cost-Volume-Profit (CVP) Analysis o Analysis of the interrelationship between cost, volume, and profit, including break-even analysis, margin of safety, and the impact of variable changes • Decision-Making o Detailed understanding of decision-making processes, types of decisions, and relevant cost concepts o Application of decision-making principles to real-world business scenarios such as make or buy decisions, product mix decisions, and pricing strategies • Responsibility Accounting o Explanation of responsibility accounting, types of responsibility centres, and measures of divisional performance o Discussion of financial and non-financial performance measures in management accounting • Excel Applications o Practical guidance on using Excel for management accounting tasks, including data tables, scenario management, regression analysis, etc.

Valuation

Valuation PDF Author: McKinsey & Company Inc.
Publisher: John Wiley & Sons
ISBN: 0470889934
Category : Business & Economics
Languages : en
Pages : 860

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Book Description
The number one guide to corporate valuation is back and better than ever Thoroughly revised and expanded to reflect business conditions in today's volatile global economy, Valuation, Fifth Edition continues the tradition of its bestselling predecessors by providing up-to-date insights and practical advice on how to create, manage, and measure the value of an organization. Along with all new case studies that illustrate how valuation techniques and principles are applied in real-world situations, this comprehensive guide has been updated to reflect new developments in corporate finance, changes in accounting rules, and an enhanced global perspective. Valuation, Fifth Edition is filled with expert guidance that managers at all levels, investors, and students can use to enhance their understanding of this important discipline. Contains strategies for multi-business valuation and valuation for corporate restructuring, mergers, and acquisitions Addresses how you can interpret the results of a valuation in light of a company's competitive situation Also available: a book plus CD-ROM package (978-0-470-42469-8) as well as a stand-alone CD-ROM (978-0-470-42457-7) containing an interactive valuation DCF model Valuation, Fifth Edition stands alone in this field with its reputation of quality and consistency. If you want to hone your valuation skills today and improve them for years to come, look no further than this book.

Sales Forecasting Management

Sales Forecasting Management PDF Author: John T. Mentzer
Publisher: SAGE
ISBN: 1452238391
Category : Business & Economics
Languages : en
Pages : 369

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Book Description
Incorporating 25 years of sales forecasting management research with more than 400 companies, Sales Forecasting Management, Second Edition is the first text to truly integrate the theory and practice of sales forecasting management. This research includes the personal experiences of John T. Mentzer and Mark A. Moon in advising companies how to improve their sales forecasting management practices. Their program of research includes two major surveys of companies′ sales forecasting practices, a two-year, in-depth study of sales forecasting management practices of 20 major companies, and an ongoing study of how to apply the findings from the two-year study to conducting sales forecasting audits of additional companies. The book provides comprehensive coverage of the techniques and applications of sales forecasting analysis, combined with a managerial focus to give managers and users of the sales forecasting function a clear understanding of the forecasting needs of all business functions. New to This Edition: The author′s well-regarded Multicaster software system demo, previously available on cassette, has been updated and is now available for download from the authors′ Web site New insights on the critical area of qualitative forecasting are presented The results of additional surveys done since the publication of the first edition have been added The discussion of the four dimensions of forecasting management has been significantly enhanced Significant reorganization and updating has been done to strengthen and improve the material for the second edition. Sales Forecasting Management is an ideal text for graduate courses in sales forecasting management. Practitioners in marketing, sales, finance/accounting, production/purchasing, and logistics will also find this easy-to-understand volume essential.

Data Governance

Data Governance PDF Author: Dimitrios Sargiotis
Publisher: Springer Nature
ISBN: 3031672682
Category :
Languages : en
Pages : 553

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Book Description


The Complete Guide to Business Risk Management

The Complete Guide to Business Risk Management PDF Author: Kit Sadgrove
Publisher: Routledge
ISBN: 1000152065
Category : Business & Economics
Languages : en
Pages : 774

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Book Description
Risk management and contingency planning has really come to the fore since the first edition of this book was originally published. Computer failure, fire, fraud, robbery, accident, environmental damage, new regulations - business is constantly under threat. But how do you determine which are the most important dangers for your business? What can you do to lessen the chances of their happening - and minimize the impact if they do happen? In this comprehensive volume Kit Sadgrove shows how you can identify - and control - the relevant threats and ensure that your company will survive. He begins by asking 'What is risk?', 'How do we assess it?' and 'How can it be managed?' He goes on to examine in detail the key danger areas including finance, product quality, health and safety, security and the environment. With case studies, self-assessment exercises and checklists, each chapter looks systematically at what is involved and enables you to draw up action plans that could, for example, provide a defence in law or reduce your insurance premium. The new edition reflects the changes in the global environment, the new risks that have emerged and the effect of macroeconomic factors on business profitability and success. The author has also included a set of case studies to illustrate his ideas in practice.

Financial Planning & Analysis and Performance Management

Financial Planning & Analysis and Performance Management PDF Author: Jack Alexander
Publisher: John Wiley & Sons
ISBN: 1119491487
Category : Business & Economics
Languages : en
Pages : 647

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Book Description
Critical insights for savvy financial analysts Financial Planning & Analysis and Performance Management is the essential desk reference for CFOs, FP&A professionals, investment banking professionals, and equity research analysts. With thought-provoking discussion and refreshing perspective, this book provides insightful reference for critical areas that directly impact an organization’s effectiveness. From budgeting and forecasting, analysis, and performance management, to financial communication, metrics, and benchmarking, these insights delve into the cornerstones of business and value drivers. Dashboards, graphs, and other visual aids illustrate complex concepts and provide reference at a glance, while the author’s experience as a CFO, educator, and general manager leads to comprehensive and practical analytical techniques for real world application. Financial analysts are under constant pressure to perform at higher and higher levels within the realm of this consistently challenging function. Though areas ripe for improvement abound, true resources are scarce—until now. This book provides real-world guidance for analysts ready to: Assess performance of FP&A function and develop improvement program Improve planning and forecasting with new and provocative thinking Step up your game with leading edge analytical tools and practical solutions Plan, analyze and improve critical business and value drivers Build analytical capability and effective presentation of financial information Effectively evaluate capital investments in uncertain times The most effective analysts are those who are constantly striving for improvement, always seeking new solutions, and forever in pursuit of enlightening resources with real, useful information. Packed with examples, practical solutions, models, and novel approaches, Financial Planning & Analysis and Performance Management is an invaluable addition to the analyst’s professional library. Access to a website with many of the tools introduced are included with the purchase of the book.