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| financial modelling case study: Financial Modeling and Valuation Paul Pignataro, 2013-07-10 Written by the Founder and CEO of the prestigious New York School of Finance, this book schools you in the fundamental tools for accurately assessing the soundness of a stock investment. Built around a full-length case study of Wal-Mart, it shows you how to perform an in-depth analysis of that company's financial standing, walking you through all the steps of developing a sophisticated financial model as done by professional Wall Street analysts. You will construct a full scale financial model and valuation step-by-step as you page through the book. When we ran this analysis in January of 2012, we estimated the stock was undervalued. Since the first run of the analysis, the stock has increased 35 percent. Re-evaluating Wal-Mart 9months later, we will step through the techniques utilized by Wall Street analysts to build models on and properly value business entities. Step-by-step financial modeling - taught using downloadable Wall Street models, you will construct the model step by step as you page through the book. Hot keys and explicit Excel instructions aid even the novice excel modeler. Model built complete with Income Statement, Cash Flow Statement, Balance Sheet, Balance Sheet Balancing Techniques, Depreciation Schedule (complete with accelerating depreciation and deferring taxes), working capital schedule, debt schedule, handling circular references, and automatic debt pay downs. Illustrative concepts including detailing model flows help aid in conceptual understanding. Concepts are reiterated and honed, perfect for a novice yet detailed enough for a professional. Model built direct from Wal-Mart public filings, searching through notes, performing research, and illustrating techniques to formulate projections. Includes in-depth coverage of valuation techniques commonly used by Wall Street professionals. Illustrative comparable company analyses - built the right way, direct from historical financials, calculating LTM (Last Twelve Month) data, calendarization, and properly smoothing EBITDA and Net Income. Precedent transactions analysis - detailing how to extract proper metrics from relevant proxy statements Discounted cash flow analysis - simplifying and illustrating how a DCF is utilized, how unlevered free cash flow is derived, and the meaning of weighted average cost of capital (WACC) Step-by-step we will come up with a valuation on Wal-Mart Chapter end questions, practice models, additional case studies and common interview questions (found in the companion website) help solidify the techniques honed in the book; ideal for universities or business students looking to break into the investment banking field. |
| financial modelling case study: Mastering Financial Modeling: A Professional’s Guide to Building Financial Models in Excel Eric Soubeiga, 2013-07-26 All the precision of financial modeling--and none of the complexity Evidence-based decision making is only as good as the external evidence on which it is based. Financial models uncover potential risks on a company’s balance sheet, but the complexity of these instruments has limited their effectiveness. Now, Mastering Financial Modeling offers a simplified method for building the fast and accurate financial models serious evidencebased decision makers need. What sets this practical guide apart is its learning-on-the-job approach. Unlike other books that teach modeling in a vacuum, this superior method uses a diverse collection of case studies to convey each step of the building process. Learning on the job connects the dots between the proper Excel formulas and functions and the real-world situations where you want to use them. By learning through association, you can absorb the information quickly and have it ready to use when you need it. The book starts right off on building models--from creating a standalone cash flow model through integrating it with an income statement and balance sheet. Along the way, you will master the skill set you need to build advanced financial models. With only a basic knowledge of accounting and finance, individual investors and financial professionals alike can: Create a core model and customize it for companies in most industries Understand every working component of a financial model and what each one tells you about a company Format cells and sheets in Excel for easily repeatable modeling Written with the practitioner in mind, Mastering Financial Modeling shows you how to ensure your model is ready for real-world application by safeguarding it against modeling errors. It covers a full array of Excel's builtin auditing and testing tools and illustrates how to build customized error-checking tools of your own to catch the inaccuracies that typically fall through the cracks. Get the most out of your data with Mastering Financial Modeling. Mastering Financial Modeling brings the power of financial models down to earth and puts it in the hands of investors, bankers, and private equity professionals who don't have a passion for crunching numbers. Nowhere else can you get step-by-step instruction on building these valuable tools from an elite World Bank investment officer. Starting from the ground up, Eric Soubeiga shows you how to interpret and build financial models in Microsoft Excel that will accurately assess any company’s valuation and profit potential. Even if you have unsuccessfully tried financial modeling in the past, this book will reach you because it associates every lesson to the business world you work in daily. Chapter by chapter, you will master financial modeling, and in the end, you will: Command authority over building every aspect of a financial model Be capable of explaining the accounting and finance concepts behind the mechanics of modeling Confidently determine a company’s ability to generate cash flows for its capital investors with discounted cash flow (DCF) modeling Execute powerful spreadsheet calculations in Excel Most importantly, as a decision maker, the insight you bring to the table through your sophisticated understanding and application of financial modeling will benefit every stakeholder. See what leading professionals around the world already know--Mastering Financial Modeling is the most comprehensive guide on the market for designing, building, and implementing valuation projection models. What it does from there is up to you. |
| financial modelling case study: Introduction To Financial Modelling Liam Bastick, 2020-04-01 A simple walk-through of the common perils and pitfalls of financial modelling, this book examines the most common and necessary Excel functions, emphasizes the importance of a standardized and functional layout, explains accounting concepts simply, and reinforces four key concepts of best practice: consistency, robustness, flexibility, and transparency—CraFT. With more than fifty examples and an extended case study, this hands-on book helps users work with Excel more efficiently and effectively. This simple methodology has been adopted by many seasoned professionals who no longer must resort to balancing figures, circulars, and macros. |
| financial modelling case study: Financial Modeling and Valuation Paul Pignataro, 2022-03-24 The fully revised new edition of the best-selling guide to using financial models to determine if a stock is over or undervalued Written by the founder and CEO of the world-renowned New York School of Finance, Financial Modeling and Valuation provides clear and systematic guidance on accurately evaluating the soundness of a stock investment. This invaluable handbook equips investors with the tools necessary for understanding the underlying fundamentals of a rational investment and for making smarter investment decisions in any market environment. Built around an in-depth case study of global retail leader Amazon, this fully updated Second Edition shows you how to analyze the financial standing of a company using the methods of Wall Street professionals. Step-by-step, you will learn to build the core three statements—income statement, cash flow statement, and balance sheet—as well as the three major supporting schedules required for complete company valuation and analysis. All line items are explained in clear language and include real-world tips and techniques for using them as tools for valuing and managing a business. This must-have guide: Features new and in-depth case studies based on Amazon that simulate real-world modelling and valuation Explains valuation techniques such as illustrative comparable company analysis, precedent transactions analysis, and discounted cash flow analysis Covers all essential applications of a model, including pricing a stock, raising debt, and raising equity Includes an introductory section describing the recent and dramatic shift of the entire retail industry Provides end-of-chapter questions, downloadable practice models, additional case studies, and common interview questions via a companion website Financial Modeling and Valuation: A Practical Guide to Investment Banking and Private Equity, Second Edition is essential reading for finance professionals, venture capitalists, individual investors, and students in investment banking and related degree programs in finance. |
| financial modelling case study: The Basics of Financial Modeling Jack Avon, 2014-11-21 Learn to create and understand financial models that assess the value of your company, the projects it undertakes, and its future earnings/profit projections. Follow this step-by-step guide organized in a quick-read format to build an accurate and effective financial model from the ground up. In this short book, The Basics of Financial Modeling—an abridgment of the Handbook of Financial Modeling—author Jack Avon equips business professionals who are familiar with financial statements and accounting reports to become truly proficient. Based on the author's extensive experience building models in business and finance, and teaching others to do the same, this book takes you through the financial modeling process, starting with a general overview of the history and evolution of financial modeling. It then moves on to more technical topics, such as the principles of financial modeling and the proper way to approach a financial modeling assignment, before covering key application areas for modeling in Microsoft Excel. What You'll Learn Understand the accounting and finance concepts that underpin working financial models Approach financial issues and solutions from a modeler's perspective Think about end users when developing a financial model Plan, design, and build a financial model Who This Book Is For Beginning to intermediate modelers who wish to expand and enhance their knowledge of using Excel to build and analyze financial models |
| financial modelling case study: Financial Modeling for Decision Making Ron Messer, 2020-09-01 This book provides accounting students in post-secondary institutions with an advanced level understanding of how to use MS-Excel to make business decisions. It reflects real-life applications of this important analytical tool, which has become the accepted industry standard for spreadsheet software. |
| financial modelling case study: Foundations of Real Estate Financial Modelling Roger Staiger, 2015-04-10 Foundations of Real Estate Financial Modelling is specifically designed to provide an overview of pro forma modelling for real estate projects. The book introduces students and professionals to the basics of real estate finance theory before providing a step-by-step guide for financial model construction using Excel. The idea that real estate is an asset with unique characteristics which can be transformed, both physically and financially, forms the basis of discussion. Individual chapters are separated by functional unit and build upon themselves to include information on: Amortization Single-Family Unit Multi-Family Unit Development/Construction Addition(s) Waterfall (Equity Bifurcation) Accounting Statements Additional Asset Classes Further chapters are dedicated to risk quantification and include scenario, stochastic and Monte Carlo simulations, waterfalls and securitized products. This book is the ideal companion to core real estate finance textbooks and will boost students Excel modelling skills before they enter the workplace. The book provides individuals with a step-by-step instruction on how to construct a real estate financial model that is both scalable and modular. A companion website provides the pro forma models to give readers a basic financial model for each asset class as well as methods to quantify performance and understand how and why each model is constructed and the best practices for repositioning these assets. |
| financial modelling case study: Financial Modeling Simon Benninga, Benjamin Czaczkes, 2000 Too often, finance courses stop short of making a connection between textbook finance and the problems of real-world business. Financial Modeling bridges this gap between theory and practice by providing a nuts-and-bolts guide to solving common financial problems with spreadsheets. The CD-ROM contains Excel* worksheets and solutions to end-of-chapter exercises. 634 illustrations. |
| financial modelling case study: Corporate and Project Finance Modeling Edward Bodmer, 2014-11-10 A clear and comprehensive guide to financial modeling and valuation with extensive case studies and practice exercises Corporate and Project Finance Modeling takes a clear, coherent approach to a complex and technical topic. Written by a globally-recognized financial and economic consultant, this book provides a thorough explanation of financial modeling and analysis while describing the practical application of newly-developed techniques. Theoretical discussion, case studies and step-by-step guides allow readers to master many difficult modeling problems and also explain how to build highly structured models from the ground up. The companion website includes downloadable examples, templates, and hundreds of exercises that allow readers to immediately apply the complex ideas discussed. Financial valuation is an in-depth process, involving both objective and subjective parameters. Precise modeling is critical, and thorough, accurate analysis is what bridges the gap from model to value. This book allows readers to gain a true mastery of the principles underlying financial modeling and valuation by helping them to: Develop flexible and accurate valuation analysis incorporating cash flow waterfalls, depreciation and retirements, updates for new historic periods, and dynamic presentation of scenario and sensitivity analysis; Build customized spreadsheet functions that solve circular logic arising in project and corporate valuation without cumbersome copy and paste macros; Derive accurate measures of normalized cash flow and implied valuation multiples that account for asset life, changing growth, taxes, varying returns and cost of capital; Incorporate stochastic analysis with alternative time series equations and Monte Carlo simulation without add-ins; Understand valuation effects of debt sizing, sculpting, project funding, re-financing, holding periods and credit enhancements. Corporate and Project Finance Modeling provides comprehensive guidance and extensive explanation, making it essential reading for anyone in the field. |
| financial modelling case study: The Financial Model Michael B. Hambrook, 2003 |
| financial modelling case study: Investment Banking Joshua Rosenbaum, Joshua Pearl, 2020-03-20 A timely update to the global bestselling book on investment banking and valuation – this new edition reflects valuable contributions from Nasdaq and the global law firm Latham & Watkins LLP plus access to the online valuation models and course. In the constantly evolving world of finance, a solid technical foundation is an essential tool for success. Due to the fast-paced nature of this world, however, no one was able to take the time to properly codify its lifeblood--namely, valuation and dealmaking. Rosenbaum and Pearl originally responded to this need in 2009 by writing the first edition of the book that they wish had existed when they were trying to break into Wall Street. Investment Banking: Valuation, LBOs, M&A, and IPOs, 3rd Edition is a highly accessible and authoritative book written by investment bankers that explains how to perform the valuation work and financial analysis at the core of Wall Street – comparable companies, precedent transactions, DCF, LBO, M&A analysis...and now IPO analytics and valuation. Using a step-by-step, how-to approach for each methodology, the authors build a chronological knowledge base and define key terms, financial concepts, and processes throughout the book. The genesis for the original book stemmed from the authors' personal experiences as students interviewing for investment banking positions. As they both independently went through the rigorous process, they realized that their classroom experiences were a step removed from how valuation and financial analysis were performed in real-world situations. Consequently, they created this book to provide a leg up to those individuals seeking or beginning careers on Wall Street – from students at undergraduate universities and graduate schools to career changers looking to break into finance. Now, over 10 years after the release of the first edition, the book is more relevant and topical than ever. It is used in over 200 universities globally and has become a go-to resource for investment banks, private equity, investment firms, and corporations undertaking M&A transactions, LBOs, IPOs, restructurings, and investment decisions. While the fundamentals haven't changed, the environment must adapt to changing market developments and conditions. As a result, Rosenbaum and Pearl have updated their widely adopted book accordingly, turning the latest edition of Investment Banking: Valuation, LBOs, M&A, and IPOs into a unique and comprehensive training package, which includes: Two new chapters covering IPOs plus insightful contributions from Nasdaq, the leading U.S. exchange and technology provider for IPOs and new listings, and global law firm Latham & Watkins LLP Access to six downloadable valuation model templates, including Comparable Companies Analysis, Precedent Transactions Analysis, Discounted Cash Flow Analysis, Leveraged Buyout Analysis, M&A Analysis, and IPO Valuation Six-month access to online Wiley Investment Banking Valuation Course featuring bite-sized lessons, over five hours of video lectures, 100+ practice questions, and other investment banking study tools Launch your career on Wall Street and hone your financial expertise with Rosenbaum and Pearl’s real-world knowledge and forward-looking guidance in the latest edition of Investment Banking: Valuation, LBOs, M&A, and IPOs. |
| financial modelling case study: Financial Forecasting, Analysis, and Modelling Michael Samonas, 2015-01-20 Risk analysis has become critical to modern financial planning Financial Forecasting, Analysis and Modelling provides a complete framework of long-term financial forecasts in a practical and accessible way, helping finance professionals include uncertainty in their planning and budgeting process. With thorough coverage of financial statement simulation models and clear, concise implementation instruction, this book guides readers step-by-step through the entire projection plan development process. Readers learn the tools, techniques, and special considerations that increase accuracy and smooth the workflow, and develop a more robust analysis process that improves financial strategy. The companion website provides a complete operational model that can be customised to develop financial projections or a range of other key financial measures, giving readers an immediately-applicable tool to facilitate effective decision-making. In the aftermath of the recent financial crisis, the need for experienced financial modelling professionals has steadily increased as organisations rush to adjust to economic volatility and uncertainty. This book provides the deeper level of understanding needed to develop stronger financial planning, with techniques tailored to real-life situations. Develop long-term projection plans using Excel Use appropriate models to develop a more proactive strategy Apply risk and uncertainty projections more accurately Master the Excel Scenario Manager, Sensitivity Analysis, Monte Carlo Simulation, and more Risk plays a larger role in financial planning than ever before, and possible outcomes must be measured before decisions are made. Uncertainty has become a critical component in financial planning, and accuracy demands it be used appropriately. With special focus on uncertainty in modelling and planning, Financial Forecasting, Analysis and Modelling is a comprehensive guide to the mechanics of modern finance. |
| financial modelling case study: Financial Analysis and Modeling Using Excel and VBA Chandan Sengupta, 2009-11-09 An updated look at the theory and practice of financial analysis and modeling Financial Analysis and Modeling Using Excel and VBA, Second Edition presents a comprehensive approach to analyzing financial problems and developing simple to sophisticated financial models in all major areas of finance using Excel 2007 and VBA (as well as earlier versions of both). This expanded and fully updated guide reviews all the necessary financial theory and concepts, and walks you through a wide range of real-world financial problems and models that you can learn from, use for practice, and easily adapt for work and classroom use. A companion website includes several useful modeling tools and fully working versions of all the models discussed in the book. Teaches financial analysis and modeling and illustrates advanced features of Excel and VBA, using a learn-by-doing approach Contains detailed coverage of the powerful features of Excel 2007 essential for financial analysis and modeling, such as the Ribbon interface, PivotTables, data analysis, and statistical analysis Other titles by Sengupta: Financial Modeling Using C++ and The Only Proven Road to Investment Success Designed for self-study, classroom use, and reference This comprehensive guide is an essential read for anyone who has to perform financial analysis or understand and implement financial models. |
| financial modelling case study: The Oxford Guide to Financial Modeling Thomas S. Y. Ho, Sang Bin Lee, 2004-01-15 The essential premise of this book is that theory and practice are equally important in describing financial modeling. In it the authors try to strike a balance in their discussions between theories that provide foundations for financial models and the institutional details that provide the context for applications of the models. The book presents the financial models of stock and bond options, exotic options, investment grade and high-yield bonds, convertible bonds, mortgage-backed securities, liabilities of financial institutions--the business model and the corporate model. It also describes the applications of the models to corporate finance. Furthermore, it relates the models to financial statements, risk management for an enterprise, and asset/liability management with illiquid instruments. The financial models are progressively presented from option pricing in the securities markets to firm valuation in corporate finance, following a format to emphasize the three aspects of a model: the set of assumptions, the model specification, and the model applications. Generally, financial modeling books segment the world of finance as investments, financial institutions, corporate finance, and securities analysis, and in so doing they rarely emphasize the relationships between the subjects. This unique book successfully ties the thought processes and applications of the financial models together and describes them as one process that provides business solutions. Created as a companion website to the book readers can visit www.thomasho.com to gain deeper understanding of the book's financial models. Interested readers can build and test the models described in the book using Excel, and they can submit their models to the site. Readers can also use the site's forum to discuss the models and can browse server based models to gain insights into the applications of the models. For those using the book in meetings or class settings the site provides Power Point descriptions of the chapters. Students can use available question banks on the chapters for studying. |
| financial modelling case study: Financial Modelling for Project Finance Penelope a Lynch, 2017-12-15 A practical guide to creating, developing and using cash flow models for project finance. Relevant cross-industry, including energy, power, renewables and infrastructure, and for funding structures including classic project finance, PFI, PPP, BOT & DCF valuation. Clear explanation of theory and methods, plus self-study exercises. |
| financial modelling case study: The Handbook of Financial Modeling Jack Avon, 2020-11-25 Financial modeling is a crucial concept for business leaders to understand and execute effectively, but few have the tools necessary to do so. While many professionals are familiar with financial statements and accounting reports, not many are truly proficient at building an accurate and practical financial model from the ground up. The Handbook of Financial Modeling provides these skills and so much more. Now in its second edition, The Handbook of Financial Modeling takes into account the new tech released since its successful initial release. Author Jack Avon uses his expertise to analyze the changes and improvements in industry-wide financial modeling through the past five years, in addition to instilling core concepts for readers of all experience levels. Approaching your company’s financial issues with a modeler’s perspective will transform and improve the rest of your business career’s trajectory. Financial professionals, students, business leaders, aspiring CFOs, and more will come away with all the tools necessary to precisely and efficiently monitor an organization’s assets and project future performance. The engaging case studies and Avon’s expert analysis leave you prepared to monitor and predict your organization’s finances effectively. Financial modeling’s latest technology is at your fingertips, and this book’s deep understanding of the topic ensures that you stay ahead of the pack. What You Will Learn Approach financial issues and solutions from a modeler's perspective Discover the importance of thinking about end users when developing a financial model Plan, design, and build a fully functional financial modelWho This Book Is For Analysts who would typically be middle management, VPs, and associates. It is also written for business graduates and MBA students. |
| financial modelling case study: Cases in Financial Reporting D. Eric Hirst, Mary Lea McAnally, 2005 For intermediate and financial accounting courses at the MBA and undergraduate level, or a supplement to financial statement analysis texts. This collection of financial accounting cases is designed to help students become financial statement users. Each case utilizes financial statement information (balance sheet, income statement, statement of cash flow and/or footnotes) and a number of topical questions. Students use the financial statement information to infer and interpret the economic events underlying the numbers. Related articles taken from business publications accompany some cases, and information from the articles is incorporated into the case question material. Also available the Pearson Custom Case Program. |
| financial modelling case study: Practical Guide to Financial Due Diligence B D Chatterjee, 2021-05-15 About the Book An effective Financial Due Diligence exercise is the cornerstone of a successful merger & acquisition deal between a prospective buyer and a seller willing to carry out an arm's length deal throwing up a win-win situation for both. A robust Financial Due Diligence is even more necessary in today's business environment to critically assess the health and hygiene of the target entity to drive a proper valuation acceptable to both the constituents. This book will equip you with the knowledge, practical tools and techniques you need to enable you to conduct an effective financial due diligence. It also discusses aspects of corporate restructuring including the possible impact of the ongoing pandemic on the target organization. Key features A curtain raiser on corporate restructuring. Impact of the ongoing pandemic on the financial due diligence exercise on the target organization. Broad commentary on the due diligence approach with broad emphasis on financial due diligence. The seller side approach to financial due diligence and the pitfalls leading to proverbial black hole of valuation. Deep dive into the buyer side approach to financial due diligence. Financial modelling as an important tool use for financial due diligence. Financial statement analysis and use of financial ratios with illustrations to support the conclusions of financial due diligence. Various methods used in Business Valuation with illustrations. Risk Analysis and Management as an integral part of financial due diligence exercise. Distress Analysis of target entities. Illustrations and case studies picked up from practical experience of the author. Contains a questionnaire for guideline on how to carry out a financial due diligence exercise. |
| financial modelling case study: Practical Financial Modelling Jonathan Swan, 2015-07-28 Practical Financial Modelling, 3e is a book on model development and model assurance. It enhances the modelling process by emphasizing controls and checks for accuracy and reliability. New content on validation and verification, model use and sensitivity analysis is presented alongside a modelling methodology that underpins the various proprietary standards used in financial modelling today. It provides more details than other books and yet is general enough for applying its methodology to many applications. This book isn't just about the details of building cash flow models, it's about building better cash flow models. - This new edition increases the number of worked examples and introduces new material on the audit sheet and audit workbook methodologies, and the delta sheet approach to sensitivity analysis - It provides the developer with a toolkit of modelling techniques and a framework of error controls to reduce the risk of spreadsheet error - The methodology and structure conforms with the modelling principles defined by the Institute of Chartered Accountants of England and Wales; and the model assurance processes ensure compliance with the UK public sector Macpherson Report and regulatory requirements such as Sarbanes-Oxley |
| financial modelling case study: Risk Analysis and Portfolio Modelling Elisa Luciano, David Allen, 2019-10-16 Financial Risk Measurement is a challenging task, because both the types of risk and the techniques evolve very quickly. This book collects a number of novel contributions to the measurement of financial risk, which address either non-fully explored risks or risk takers, and does so in a wide variety of empirical contexts. |
| financial modelling case study: Probabilistic Graphical Models Alexander Denev, 2015 |
| financial modelling case study: Public-Private Partnerships E. R. Yescombe, 2011-04-01 Over the last decade or so, private-sector financing through public-private partnerships (PPPs) has become increasingly popular around the world as a way of procuring and maintaining public-sector infrastructure, in sectors such as transportation (roads, bridges, tunnels, railways, ports, airports), social infrastructure (hospitals, schools, prisons, social housing) public utilities (water supply, waste water treatment, waste disposal), government offices and other accommodation, and other specialised services (communications networks or defence equipment). This book, based on the author's practical experience on the public- and private-sector sides of the table, reviews the key policy issues which arise for the public sector in considering whether to adopt the PPP procurement route, and the specific application of this policy approach in PPP contracts, comparing international practices in this respect. It offers a systematic and integrated approach to financing PPPs within this public-policy framework, and explains the project-finance techniques used for this purpose. The book deals with both the Concession and PFI models of PPP, and provides a structured introduction for those who are new to the subject, whether in the academic, public-sector, investment, finance or contracting fields, as well as an aide memoire for those developing PPP policies or negotiating PPPs. The author focuses on practical concepts, issues and techniques, and does not assume any prior knowledge of PPP policy issues or financing techniques. The book describes and explains:* The different types of PPPs and how these have developed* Why PPPs are attractive to governments* General policy issues for the public sector in developing a PPP programme* PPP procurement procedures and bid evaluation* The use of project-finance techniques for PPPs* Sources of funding* Typical PPP contracts and sub-contracts, and their relationship with the project's financial structure * Risk assessment from the points of view of the public sector, investors, lenders and other project parties* Structuring the investment and debt financing* The key issues in negotiating a project-finance debt facility. In addition the book includes an extensive glossary, as well as cross-referencing.*Reviews the PPP policy framework and development from an international perspective*Covers public- and private-sector financial analysis, structuring and investment in PPPs*No prior knowledge of project financing required |
| financial modelling case study: Biologically Inspired Algorithms for Financial Modelling Anthony Brabazon, Michael O'Neill, 2006-03-28 Predicting the future for financial gain is a difficult, sometimes profitable activity. The focus of this book is the application of biologically inspired algorithms (BIAs) to financial modelling. In a detailed introduction, the authors explain computer trading on financial markets and the difficulties faced in financial market modelling. Then Part I provides a thorough guide to the various bioinspired methodologies – neural networks, evolutionary computing (particularly genetic algorithms and grammatical evolution), particle swarm and ant colony optimization, and immune systems. Part II brings the reader through the development of market trading systems. Finally, Part III examines real-world case studies where BIA methodologies are employed to construct trading systems in equity and foreign exchange markets, and for the prediction of corporate bond ratings and corporate failures. The book was written for those in the finance community who want to apply BIAs in financial modelling, and for computer scientists who want an introduction to this growing application domain. |
| financial modelling case study: An Introduction to Analysis of Financial Data with R Ruey S. Tsay, 2014-08-21 A complete set of statistical tools for beginning financial analysts from a leading authority Written by one of the leading experts on the topic, An Introduction to Analysis of Financial Data with R explores basic concepts of visualization of financial data. Through a fundamental balance between theory and applications, the book supplies readers with an accessible approach to financial econometric models and their applications to real-world empirical research. The author supplies a hands-on introduction to the analysis of financial data using the freely available R software package and case studies to illustrate actual implementations of the discussed methods. The book begins with the basics of financial data, discussing their summary statistics and related visualization methods. Subsequent chapters explore basic time series analysis and simple econometric models for business, finance, and economics as well as related topics including: Linear time series analysis, with coverage of exponential smoothing for forecasting and methods for model comparison Different approaches to calculating asset volatility and various volatility models High-frequency financial data and simple models for price changes, trading intensity, and realized volatility Quantitative methods for risk management, including value at risk and conditional value at risk Econometric and statistical methods for risk assessment based on extreme value theory and quantile regression Throughout the book, the visual nature of the topic is showcased through graphical representations in R, and two detailed case studies demonstrate the relevance of statistics in finance. A related website features additional data sets and R scripts so readers can create their own simulations and test their comprehension of the presented techniques. An Introduction to Analysis of Financial Data with R is an excellent book for introductory courses on time series and business statistics at the upper-undergraduate and graduate level. The book is also an excellent resource for researchers and practitioners in the fields of business, finance, and economics who would like to enhance their understanding of financial data and today's financial markets. |
| financial modelling case study: Using Excel for Business and Financial Modelling Danielle Stein Fairhurst, 2019-03-25 A hands-on guide to using Excel in the business context First published in 2012, Using Excel for Business and Financial Modelling contains step-by-step instructions of how to solve common business problems using financial models, including downloadable Excel templates, a list of shortcuts and tons of practical tips and techniques you can apply straight away. Whilst there are many hundreds of tools, features and functions in Excel, this book focuses on the topics most relevant to finance professionals. It covers these features in detail from a practical perspective, but also puts them in context by applying them to practical examples in the real world. Learn to create financial models to help make business decisions whilst applying modelling best practice methodology, tools and techniques. • Provides the perfect mix of practice and theory • Helps you become a DIY Excel modelling specialist • Includes updates for Excel 2019/365 and Excel for Mac • May be used as an accompaniment to the author’s online and face-to-face training courses Many people are often overwhelmed by the hundreds of tools in Excel, and this book gives clarity to the ones you need to know in order to perform your job more efficiently. This book also demystifies the technical, design, logic and financial skills you need for business and financial modelling. |
| financial modelling case study: Strategic Financial Management Casebook Rajesh Kumar, 2017-01-05 Strategic Financial Management Casebook strategically uses integrative case studies—cases that do not emphasize specific subjects such as capital budgeting or value based management—to provide a framework for understanding strategic financial management. By featuring holistic presentations, the book puts readers into the shoes of those responsible for the world's largest wealth creators. It covers strategies of growth, mergers and acquisitions, financial performance analysis over the past decade, wealth created in terms of stock returns since its listing in stock market, investment and financial decisions, cost of capital, and corporate valuation. In addition, the casebook also discusses corporate restructuring activities undertaken by each company. Each chapter follows a template to facilitate learning, and each features an Excel-based case analysis worksheet that includes a complete data set for financial analysis and valuation. - Introduces a conceptual framework for integrating strategy and finance for value creation - Emphasizes the roles of corporate governance, corporate social responsibility, and risk management in value creation - Encourages an analysis of investment, financing, and dividend decisions - Examines non-financial factors that contribute to value |
| financial modelling case study: Practical Guide to Financial Due Diligence, 2e B D Chatterjee, 2021-11-30 ABOUT THE BOOK AND KEY FEATURES In the complex world of business today, valuation has become an integral part of every sphere of day to day business activities. The term “fair value” is frequently used (and often misused) in every business transaction we enter into. The concept of “business valuation” in its various forms like historical cost, replacement value, net realisable value and present value are being used and interpreted to meet the requirements of varied and complex business transactions. On top of this, the onset of the pandemic (COVID-19) has thrown the business entities around the world into a whirlwind of uncertainties and challenges and has pushed the business valuation exercise into uncharted territories. Keeping this in view, this body of work explains and interprets the following in reader-friendly and lucid form: All the concepts revolving around business valuation, Extensive illustrations and case studies related to various methods of business valuation, Application of Ind AS, AS, IFRS and ICDS with respect to fair value measurement, Valuation of tangible assets, intangible assets and goodwill, Valuation of liabilities and provisions, Valuation of shares, valuation of brands and business which are used as basic ingredient to corporate restructuring, Concept of Economic Value Added (EVA), Valuation in Merger & Acquisitions, Salient features of the Valuation Standards issued by ICAI and International Valuation Standards issued by the International Valuation Standards Council, Significant judicial pronouncements related to business valuation. Possible impact of the pandemic on the business valuation of a target organization. |
| financial modelling case study: Forecasting: principles and practice Rob J Hyndman, George Athanasopoulos, 2018-05-08 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. |
| financial modelling case study: Valuation McKinsey & Company Inc., Tim Koller, Marc Goedhart, David Wessels, 2010-07-16 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. |
| financial modelling case study: Deep Learning for Coders with fastai and PyTorch Jeremy Howard, Sylvain Gugger, 2020-06-29 Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, small amounts of data, and minimal code. How? With fastai, the first library to provide a consistent interface to the most frequently used deep learning applications. Authors Jeremy Howard and Sylvain Gugger, the creators of fastai, show you how to train a model on a wide range of tasks using fastai and PyTorch. You’ll also dive progressively further into deep learning theory to gain a complete understanding of the algorithms behind the scenes. Train models in computer vision, natural language processing, tabular data, and collaborative filtering Learn the latest deep learning techniques that matter most in practice Improve accuracy, speed, and reliability by understanding how deep learning models work Discover how to turn your models into web applications Implement deep learning algorithms from scratch Consider the ethical implications of your work Gain insight from the foreword by PyTorch cofounder, Soumith Chintala |
| financial modelling case study: ADKAR Jeff Hiatt, 2006 In his first complete text on the ADKAR model, Jeff Hiatt explains the origin of the model and explores what drives each building block of ADKAR. Learn how to build awareness, create desire, develop knowledge, foster ability and reinforce changes in your organization. The ADKAR Model is changing how we think about managing the people side of change, and provides a powerful foundation to help you succeed at change. |
| financial modelling case study: Foundations of Real Estate Financial Modelling Roger Staiger, 2023-10-13 NAMED ONE OF THE BEST COMMERCIAL REAL ESTATE BOOKS BY THE MOTLEY FOOL Staiger gives us the technical tools needed to build robust pro forma modeling around our real estate assets. –MillionAcres Now in its third edition, Foundations of Real Estate Financial Modelling equips a new generation of students and professionals with a resource MillionAcres guarantees they’ll use throughout [their] commercial investing career[s]. Designed to provide increased scalable basis of pro forma modelling for real estate projects, this complete update and revision of the classic text offers a step-by-step introduction to building and understanding the models underlying investments in properties from single-family rentals to large-scale developments. Case studies drawn from the author’s storied investment career put models into real-world context while problem sets at the end of each chapter provide hands-on practice for learners at any stage of their real estate careers. This edition employs the innovative financial metric P(Gain) to quantify the probability of a Return of Capital, ensuring readers’ ability to answer the most fundamental question of investing—What is the probability I’ll get my money back? The fully revised and enhanced third edition is organized in three functional units: (1) Real Estate Valuation Basics, Theory, and Skills, (2) Real Estate Pro Forma Modelling, and (3) Real Estate Pro Forma (Enhancements). Chapters cover: Interest Rates (Prime, LIBOR, SOFR) Amortization (Cash-Out Refinance modelling) ADC (Acquisition, Development, Construction) Module Rent Roll Module (including seasonality) Waterfall Hotel Consolidation Stochastic Modelling and Optimization Additional chapters are dedicated to risk quantification and include scenario, stochastic, and Monte Carlo simulations, equity waterfalls, and integration of US GAAP financial statements. A companion website provides the real estate pro forma models to readers as a reference for their own constructed models, www.pgainllc.com. An ideal companion in the classroom and the boardroom, this new edition of Foundations of Real Estate Financial Modelling will make even novices the experts in the room on [their] chosen asset class (MillionAcres). |
| financial modelling case study: Regression Modeling with Actuarial and Financial Applications Edward W. Frees, 2010 This book teaches multiple regression and time series and how to use these to analyze real data in risk management and finance. |
| financial modelling case study: Building Financial Models John S. Tjia, 2004-01-10 Financial modeling is essential for determining a company's current value and projecting its future performance, yet few books explain how to build models for accurately interpreting financial statements. Building Financial Models is the first book to correct this oversight, unveiling a step-by-step process for creating a core model and then customizing it for companies in virtually any industry. Covering every aspect of building a financial model, it provides a broad understanding of the actual mechanics of models, as well as their foundational accounting and finance concepts. |
| financial modelling case study: Python for Finance Yves J. Hilpisch, 2018-12-05 The financial industry has recently adopted Python at a tremendous rate, with some of the largest investment banks and hedge funds using it to build core trading and risk management systems. Updated for Python 3, the second edition of this hands-on book helps you get started with the language, guiding developers and quantitative analysts through Python libraries and tools for building financial applications and interactive financial analytics. Using practical examples throughout the book, author Yves Hilpisch also shows you how to develop a full-fledged framework for Monte Carlo simulation-based derivatives and risk analytics, based on a large, realistic case study. Much of the book uses interactive IPython Notebooks. |
| financial modelling case study: Mergers, Acquisitions, and Other Restructuring Activities Donald DePamphilis, 2011-08-22 Two strengths distinguish this textbook from others. One is its presentation of subjects in the contexts wherein they occur. The other is its use of current events. Other improvements have shortened and simplified chapters, increased the numbers and types of pedagogical supplements, and expanded the international appeal of examples. |
| financial modelling case study: Mastering Financial Modelling in Microsoft Excel Alastair Day, 2013-02-06 Comprehensive tools and methods to help you build, develop and apply financial models using Microsoft Excel, enabling you to get better, more accurate results, faster. The new edition of this bestselling title begins by explaining basic modelling techniques before moving through to more complex models. The book is divided into two parts: the first part outlines model designs and gives templates, key features and techniques. The second part of the book shows how to build corporate financial models in Excel. The accompanying CD allows you to use and adapt templates and models. This new edition includes a reworking of the book in Excel 2010 (but with older material still included), inclusion of Apple Mac, addition of specific 2010 features and end of chapter exercises. |
| financial modelling case study: Financial Modeling Using Excel and VBA Chandan Sengupta, 2004-02-26 Reviews all the necessary financial theory and concepts, and walks you through a wide range of real-world financial models - cover. |
| financial modelling case study: Financial Model Detective Hedieh Kianyfard, 2019-06-15 I used to love Kinder Surprise as a kid, and now opening up someone else's financial model gives me the same sensation. Unnecessarily complex models are like those gifts that require an engineering background to assemble; the overly simplified models are like the readily assembled figurine of dinosaurs that end up in the trash right away, and good financial models are like those gifts that you still keep inyour secret shoe box.Within the pages of this financial modeling manual, you will find hints and tricks on how to conduct a preliminary review of a financial model and decide as early as possible whether you want to work with the inherited model or build your own model instead. |
| financial modelling case study: Love to Excel Jules Nkansah, 2017-08-22 Starting out your career as an analyst or budding entrepreneur? Looking to upgrade your skills and give yourself a boost? Building your aptitude in financial modelling with this series will give you the edge you need. Financial modelling holds the key to decision-making in business and everyday life, be it through business case and budget development, portfolio analysis or market sizing. In this series, we take you on an uncharted path to building your financial modelling expertise, in an easy to follow, step-by-step case study approach. |
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