The Global Findex Database 2017

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Author :
Publisher : World Bank Publications
ISBN 13 : 1464812683
Total Pages : 148 pages
Book Rating : 4.4/5 (648 download)

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Book Synopsis The Global Findex Database 2017 by : Asli Demirguc-Kunt

Download or read book The Global Findex Database 2017 written by Asli Demirguc-Kunt and published by World Bank Publications. This book was released on 2018-04-19 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: In 2011 the World Bank—with funding from the Bill and Melinda Gates Foundation—launched the Global Findex database, the world's most comprehensive data set on how adults save, borrow, make payments, and manage risk. Drawing on survey data collected in collaboration with Gallup, Inc., the Global Findex database covers more than 140 economies around the world. The initial survey round was followed by a second one in 2014 and by a third in 2017. Compiled using nationally representative surveys of more than 150,000 adults age 15 and above in over 140 economies, The Global Findex Database 2017: Measuring Financial Inclusion and the Fintech Revolution includes updated indicators on access to and use of formal and informal financial services. It has additional data on the use of financial technology (or fintech), including the use of mobile phones and the Internet to conduct financial transactions. The data reveal opportunities to expand access to financial services among people who do not have an account—the unbanked—as well as to promote greater use of digital financial services among those who do have an account. The Global Findex database has become a mainstay of global efforts to promote financial inclusion. In addition to being widely cited by scholars and development practitioners, Global Findex data are used to track progress toward the World Bank goal of Universal Financial Access by 2020 and the United Nations Sustainable Development Goals. The database, the full text of the report, and the underlying country-level data for all figures—along with the questionnaire, the survey methodology, and other relevant materials—are available at www.worldbank.org/globalfindex.

The Finance Curse

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Author :
Publisher : Grove Press
ISBN 13 : 0802146384
Total Pages : 425 pages
Book Rating : 4.8/5 (21 download)

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Book Synopsis The Finance Curse by : Nicholas Shaxson

Download or read book The Finance Curse written by Nicholas Shaxson and published by Grove Press. This book was released on 2019-11-05 with total page 425 pages. Available in PDF, EPUB and Kindle. Book excerpt: An “artfully presented [and] engaging” look at the insidious effects of financialization on our lives and politics by the author of Treasure Islands (The Boston Globe). How didthe banking sector grow from a supporter of business to the biggest business in the world? Financial journalist Nicholas Shaxson takes us on a terrifying journey through the world economy, exposing tax havens, monopolists, megabanks, private equity firms, Eurobond traders, lobbyists, and a menagerie of scoundrels quietly financializing our entire society, hurting both business and individuals. Shaxson shows how we got here, telling the story of how finance re-engineered the global economic order in the last half-century, with the aim not of creating wealth but extracting it from the underlying economy. Under the twin gospels of “national competitiveness” and “shareholder value,” megabanks and financialized corporations have provoked a race to the bottom between states to provide the most subsidized environment for big business, encouraged a brain drain into finance, fostered instability and inequality, and turned a blind eye to the spoils of organized crime. From Ireland to Iowa, he shows the insidious effects of financialization on our politics and on communities who were promised paradise but got poverty wages instead. We need a strong financial system—but when it grows too big it becomes a monster. The Finance Curse is the explosive story of how finance got a stranglehold on society, and reveals how we might release ourselves from its grasp. Revised with new chapters “[Discusses] corrupt financiers in London and New York City, geographically obscure tax havens, the bizarre realm of wealth managers in South Dakota, a ravaged newspaper in New Jersey, and a shattered farm economy in Iowa . . . A vivid demonstration of how corruption and greed have become the main organizing principles in the finance industry.” —Kirkus Reviews

Profiting Without Producing

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Publisher : Verso Books
ISBN 13 : 178168197X
Total Pages : 417 pages
Book Rating : 4.7/5 (816 download)

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Book Synopsis Profiting Without Producing by : Costas Lapavitsas

Download or read book Profiting Without Producing written by Costas Lapavitsas and published by Verso Books. This book was released on 2014-01-14 with total page 417 pages. Available in PDF, EPUB and Kindle. Book excerpt: Financialization is one of the most innovative concepts to emerge in the field of political economy during the last three decades, although there is no agreement on what exactly it is. Profiting Without Producing puts forth a distinctive view defining financialization in terms of the fundamental conduct of non-financial enterprises, banks and households. Its most prominent feature is the rise of financial profit, in part extracted from households through financial expropriation. Financialized capitalism is also prone to crises, none greater than the gigantic turmoil that began in 2007. Using abundant empirical data, the book establishes the causes of the crisis and discusses the options broadly available for controlling finance.

Democratizing Finance

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Author :
Publisher : Harvard University Press
ISBN 13 : 0674987225
Total Pages : 289 pages
Book Rating : 4.6/5 (749 download)

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Book Synopsis Democratizing Finance by : Marion Laboure

Download or read book Democratizing Finance written by Marion Laboure and published by Harvard University Press. This book was released on 2022-01-01 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: We are only in the early stages of a broader revolution that will impact every aspect of the global economy, including commerce and government services. Coming financial technology innovations could improve the quality of life for all people. Over the past few decades, digital technology has transformed finance. Financial technology (fintech) has enabled more people with fewer resources, in more places around the world, to take advantage of banking, insurance, credit, investment, and other financial services. Marion Laboure and Nicolas Deffrennes argue that these changes are only the tip of the iceberg. A much broader revolution is under way that, if steered correctly, will lead to huge and beneficial social change. The authors describe the genesis of recent financial innovations and how they have helped consumers in rich and poor countries alike by reducing costs, increasing accessibility, and improving convenience and efficiency. They connect the dots between early innovations in financial services and the wider revolution unfolding today. Changes may disrupt traditional financial services, especially banking, but they may also help us address major social challenges: opening new career paths for millennials, transforming government services, and expanding the gig economy in developed markets. Fintech could lead to economic infrastructure developments in rural areas and could facilitate emerging social security and healthcare systems in developing countries. The authors make this case with a rich combination of economic theory and case studies, including microanalyses of the effects of fintech innovations on individuals, as well as macroeconomic perspectives on fintech's impact on societies. While celebrating fintech's achievements to date, Laboure and Deffrennes also make recommendations for overcoming the obstacles that remain. The stakes--improved quality of life for all people--could not be higher.

Democratizing Finance

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Author :
Publisher : FriesenPress
ISBN 13 : 1525536621
Total Pages : 544 pages
Book Rating : 4.5/5 (255 download)

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Book Synopsis Democratizing Finance by : Clifford N. Rosenthal

Download or read book Democratizing Finance written by Clifford N. Rosenthal and published by FriesenPress. This book was released on 2018 with total page 544 pages. Available in PDF, EPUB and Kindle. Book excerpt: Decades before Occupy Wall Street challenged the American financial system, activists began organizing alternatives to provide capital to “unbankable” communities and the poor. With roots in the civil rights, anti-poverty, and other progressive movements, they brought little training in finance. They formed nonprofit loan funds, credit unions, and even a new bank—organizations that by 1992 became known as “community development financial institutions,” or CDFIs. By melding their vision with that of President Clinton, CDFIs grew from church basements and kitchen tables to number more than 1,000 institutions with billions of dollars of capital. They have helped transform community development by providing credit and financial services across the United States, from inner cities to Native American reservations. Democratizing Finance traces the roots of community development finance over two centuries, a history that runs from Benjamin Franklin, through an ill-starred bank for African American veterans of the Civil War, the birth of the credit union movement, and the War on Poverty. Drawn from hundreds of interviews with CDFI leaders, presidential archives, and congressional testimony, Democratizing Finance provides an insider view of an extraordinary public policy success. Democratizing Finance is a unique resource for practitioners, policymakers, researchers, and social investors.

Finance for the People

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Author :
Publisher : Penguin
ISBN 13 : 0143136259
Total Pages : 385 pages
Book Rating : 4.1/5 (431 download)

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Book Synopsis Finance for the People by : Paco de Leon

Download or read book Finance for the People written by Paco de Leon and published by Penguin. This book was released on 2022-02-01 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: An illustrated, practical guide to navigating your financial life, no matter your financial situation "a potent mix of deeply practical and wonderfully empathetic" —Erin Lowry, author of Broke Millennial "one of the most approachable financial books I've ever read." —Refinery 29 We are all weird about money. Whether you have a lot or a little, your feelings and beliefs about money have been shaped by a combination of silence (or even shame) around talking about money, personal experiences, family and societal expectations, and a whole big complex system rigged against many of us from the start. Begin with that baseline premise and it’s no surprise so many of us find it so difficult to save enough money (but way too easy to get trapped in ballooning credit card debt), emotionally draining to deal with student loans, and nearly impossible to understand the esoteric world of investing. Unlike most personal finance books that focus on skills and behaviors, FINANCE FOR THE PEOPLE asks you to examine your beliefs and experiences around money—blending extremely practical exercises with mindfulness, and including more than 50 illustrations and diagrams to make the concepts accessible (and even fun). With deep insider expertise from years spent in many different corners of the financial industry, Paco de Leon is a friendly, approachable, and wise guide who invites readers to change their relationship with money. With her holistic approach you’ll learn how to: • root out your unconscious beliefs about money • untangle the mental and emotional burden of student loans to pay them off • use a gratitude practice to help you think differently about spending • break out of the debt cycle and begin building wealth This book is for anyone who feels unseen, ignored, or bored to death by the way personal finances are approached and taught, and is ready to go on a journey of self-discovery and step into their financial power.

Small Business Finance All-in-One For Dummies

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 0470997869
Total Pages : 692 pages
Book Rating : 4.4/5 (79 download)

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Book Synopsis Small Business Finance All-in-One For Dummies by : Faith Glasgow

Download or read book Small Business Finance All-in-One For Dummies written by Faith Glasgow and published by John Wiley & Sons. This book was released on 2012-02-27 with total page 692 pages. Available in PDF, EPUB and Kindle. Book excerpt: Keeping track of the finances is fundamental to the success of every business, but tackling the task yourself can be intimidating. Help is at hand, however, with this complete guide to small business money management. Packed with expert advice on all aspects of business finance, including basic bookkeeping and accounting, monitoring profit and performance, managing payroll, tackling tax, and forecasting for growth, Small Business Finance All-in-One For Dummies helps you to take control of your finances, stay on top of the paperwork, and keep the cash flowing.

American Finance for the 21st Century

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Author :
Publisher : Brookings Institution Press
ISBN 13 : 9780815705369
Total Pages : 228 pages
Book Rating : 4.7/5 (53 download)

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Book Synopsis American Finance for the 21st Century by : Robert E. Litan

Download or read book American Finance for the 21st Century written by Robert E. Litan and published by Brookings Institution Press. This book was released on 2010-12-01 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: As recently as thirty years ago, Americans lived in a financial world that today seems distant. Investment and borrowing choices were meager: virtually all transactions were conducted in cash or by check. The financial services industry was heavily regulated, as an outgrowth of the Depression, while an elaborate safety net was constructed to prevent a repeat of that dismal episode in American history. Today, consumers and businesses have a dizzying array of choices about where to invest and borrow. Plastic credit cards and electronic transfers increasingly are replacing cash and checks. Much regulation has been dismantled, although the industry remains fragmented by rules that continue to separate banks from other enterprises. Meanwhile, finance has gone global and increasingly high-tech. This book, originally prepared as a report to Congress by the Treasury Department, outlines a framework for setting policy toward the financial services industry in the coming decades. The authors, who worked closely with senior Treasury officials in developing their recommendations, identify three core principles that lie at the heart of that framework: an enhanced role for competition; a shift in emphasis from preventing failures of financial institutions at all cost toward containing the damage of any failures that inevitably occur in a competitive market; and a greater reliance on more targeted interventions to achieve policy goals rather than broad measures, such as flat prohibitions on certain activities.

Personal Finance and Investing All-in-One For Dummies

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1119998298
Total Pages : 608 pages
Book Rating : 4.1/5 (199 download)

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Book Synopsis Personal Finance and Investing All-in-One For Dummies by : Faith Glasgow

Download or read book Personal Finance and Investing All-in-One For Dummies written by Faith Glasgow and published by John Wiley & Sons. This book was released on 2011-02-16 with total page 608 pages. Available in PDF, EPUB and Kindle. Book excerpt: Providing a one-stop shop for every aspect of your money management, Personal Finance and Investing All-in-One For Dummies is the perfect guide to getting the most from your money. This friendly guide gives you expert advice on everything from getting the best current account and coping with credit cards to being savvy with savings and creating wealth with investments. It also lets you know how to save money on tax and build up a healthy pension. Personal Finance and Investing All-In-One For Dummies will cover: Organising Your Finances and Dealing with Debt Paying Less Tax Building up Savings and Investments Retiring Wealthy Your Wealth and the Next Generation

Microfinance and Financial Inclusion

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Author :
Publisher : Routledge
ISBN 13 : 1317227581
Total Pages : 308 pages
Book Rating : 4.3/5 (172 download)

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Book Synopsis Microfinance and Financial Inclusion by : Eugenia Macchiavello

Download or read book Microfinance and Financial Inclusion written by Eugenia Macchiavello and published by Routledge. This book was released on 2017-07-20 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: Following the recent global financial crisis there is a growing interest in alternative finance – and microfinance in particular – as new instruments for providing financial services in a socially responsible way or as an alternative to traditional banking. Nonetheless, correspondingly there is also a lack of clarity about how to regulate alternative financial methods particularly in light of the financial crisis’ lessons on regulatory failure and shadow banking’s risks. This book considers microfinance from a legal and regulatory perspective. Microfinance is the provision of a wide range of financial services, particularly credit but also remittances, savings, to low-income people or financially excluded people. It combines a business structure with social inspiration, often resorts to technological innovations to lower costs (Fintech: e.g. crowdfunding and mobile banking) and merges with traditional local experiences (e.g. financial cooperatives and Islamic finance), this further complicating the regulatory picture. The book describes some of the unique dimensions of microfinance and the difficulties that this can cause for regulators, through a comparative analysis of selected European Union (EU) countries’ regimes. The focus is in fact on the EU legal framework, with some references to certain developing world experiences where relevant. The book assesses the impact and validity of current financial regulation principles and rules, in light of the most recent developments and trends in financial regulation in the wake of the financial crisis and compares microfinance with traditional banking. The book puts forward policy recommendations for regulators and policy makers to help address the challenges and opportunities offered by microfinance.

The Everything Personal Finance Book

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Author :
Publisher : Everything
ISBN 13 : 9781580628105
Total Pages : 0 pages
Book Rating : 4.6/5 (281 download)

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Book Synopsis The Everything Personal Finance Book by : Peter Sander

Download or read book The Everything Personal Finance Book written by Peter Sander and published by Everything. This book was released on 2003-05-01 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Manage, budget, save, and invest your money wisely.

Finance for All?

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Author :
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (17 download)

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Book Synopsis Finance for All? by : Asli Demirgüç-Kunt

Download or read book Finance for All? written by Asli Demirgüç-Kunt and published by . This book was released on 2008 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Monte Carlo Methods in Finance

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Publisher : John Wiley & Sons
ISBN 13 : 047149741X
Total Pages : 245 pages
Book Rating : 4.4/5 (714 download)

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Book Synopsis Monte Carlo Methods in Finance by : Peter Jäckel

Download or read book Monte Carlo Methods in Finance written by Peter Jäckel and published by John Wiley & Sons. This book was released on 2002-04-03 with total page 245 pages. Available in PDF, EPUB and Kindle. Book excerpt: An invaluable resource for quantitative analysts who need to run models that assist in option pricing and risk management. This concise, practical hands on guide to Monte Carlo simulation introduces standard and advanced methods to the increasing complexity of derivatives portfolios. Ranging from pricing more complex derivatives, such as American and Asian options, to measuring Value at Risk, or modelling complex market dynamics, simulation is the only method general enough to capture the complexity and Monte Carlo simulation is the best pricing and risk management method available. The book is packed with numerous examples using real world data and is supplied with a CD to aid in the use of the examples.

The Making of Finance

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Author :
Publisher : Routledge
ISBN 13 : 1351016091
Total Pages : 290 pages
Book Rating : 4.3/5 (51 download)

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Book Synopsis The Making of Finance by : Isabelle Chambost

Download or read book The Making of Finance written by Isabelle Chambost and published by Routledge. This book was released on 2018-09-26 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using a variety of theoretical frameworks drawn from the social sciences, the contributions in this edited collection offer a critical perspective on the dominant paradigms used in contemporary financial activities. Through a detailed study of the organisation and functioning of financial intermediaries and institutions, the contributors to this volume analyse ‘finance in the making’, by shedding light on the structuring of banking and financial systems, on their capacity to prescribe action and control, on their modes of regulation and, more generally, on the process of financialisation. Contributions presented in this volume have been written by authors working within the ‘social studies of finance’ tradition, a research programme that emerged twenty years ago, with the aim of addressing a diversity of financial fieldworks and related theoretical questions. This book, therefore, sheds light on different areas that are representative of contemporary financial realities. Specifically, it first studies the work of financial employees: traders, salespeople, investment managers, financial analysts, investment consultants, etc. but also provides an analysis of a range of financial instruments: financial schemes and contracts, financial derivatives, socially responsible investment funds, as well as market rules and regulations. Finally, it puts into perspective the organisations contributing to this financial reality: those developing and selling financial services (retail banks, brokerage houses, asset management firms, private equity firms, etc.), and also those contributing to the regulation of such activities (banking regulators, financial market authorities, credit rating agencies, the State, to name a few). Each text can be read without any specific knowledge of finance; the book is thus addressed to anyone willing to better understand the intricacies of contemporary financial realities.

Finance for Nonfinancial Managers, Second Edition (Briefcase Books Series)

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Author :
Publisher : McGraw Hill Professional
ISBN 13 : 0071824375
Total Pages : 256 pages
Book Rating : 4.0/5 (718 download)

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Book Synopsis Finance for Nonfinancial Managers, Second Edition (Briefcase Books Series) by : Gene Siciliano

Download or read book Finance for Nonfinancial Managers, Second Edition (Briefcase Books Series) written by Gene Siciliano and published by McGraw Hill Professional. This book was released on 2014-08-29 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: AN INTRODUCTION TO FINANCIAL REPORTS--WITH NEW TACTICS FOR BUDGETING AND PINPOINTING KEY FINANCIAL AREAS Financial decisions impact virtually every area of your company. As a manager, it's up to you to understand how and why. Finance for Nonfinancial Managers helps you understand the information in essential financial reports and then shows you how to use that understanding to make informed, intelligent decisions. It provides a solid working knowledge of: Basic Financial Reports--All about balance sheets, income statements, cash flow statements, and more Cost Accounting--Methods to assess which products or services are most profitable to your firm Operational Planning and Budgeting--Ways to use financial knowledge to strengthen your company Briefcase Books, written specifically for today's busy manager, feature eye-catching icons, checklists, and sidebars to guide managers step-by-step through everyday workplace situations. Look for these innovative design features to help you navigate through each page: Key Terms: Clear defi nitions of key terms and concepts Smart Managing: Tactics and strategies for managing change Tricks of the Trade: Tips for executing the tactics in the book Mistake Proofing: Practical advice for minimizing the possibility of error Caution: Warning signs for when things are about to go wrong For Example: Examples of successful change-management tactics Tools: Specific planning procedures, tactics, and hands-on techniques

FINANCE FOR EXECUTIVES

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Author :
Publisher : NPVPublishing
ISBN 13 : 9899885401
Total Pages : 350 pages
Book Rating : 4.8/5 (998 download)

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Book Synopsis FINANCE FOR EXECUTIVES by : Nuno Fernandes

Download or read book FINANCE FOR EXECUTIVES written by Nuno Fernandes and published by NPVPublishing. This book was released on 2014-04-30 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book Finance for Executives: A Practical Guide for Managers meets the needs of global executives, both finance as well as non-financial managers. It is a practical and fundamental finance reference book for any manager, as it makes a perfect balance of financial management theory and practice. It focuses on corporate finance concepts from value creation to derivatives, including cost of capital (and WACC), valuation, financing policies, project evaluation, and many other essential finance definitions. Finance for Executives makes finance simple and intuitive, through the use of real world data (brief company case studies and empirical examples of concepts), Excel financial modelling tools, and practical short chapters. Target Audience This finance book is appropriate for business executives, from all backgrounds, seeking to Focus on the links between financial management and the strategy of their company, be it a private or publicly traded company Discover how to create value for their company and boost its financial performance Understand the key topics of corporate finance for non-financial managers Create a cost of capital culture within a company Refresh and broaden their understanding of the latest financial concepts and tools Learn about financial management for decision makers - including financing and dividend policies, company valuation, mergers and acquisitions (M&As), project evaluation, cost of capital (WACC) estimation, or risk management and derivatives Finance for Executives is suited as a finance textbook for corporate finance programs, executive education courses, as well as in MBA, master's, and executive MBA programs. Indeed, the book is based on many years of executive education and consulting with world-class corporations from all continents of the world. What Is This Book About? Finance should be fun, and practical as well. With this book at hand, you will have access to a set of tools that will help you develop your intuition for solving key financial problems, improve your business decisions, and formulate strategies. This finance for managers' reference book is based on Simplicity - The core concepts in corporate finance are simple, and will become intuitively clear after using this book Conciseness - The chapters are short and self-contained to appeal to busy executives who are keen on value-added activities Practical focus - The key concepts of financial management are explained (and linked to Excel modelling tools), while you learn to identify the problems and pitfalls of different managerial choices Application of theory to practice - It highlights key academic research results that are relevant for practitioners Real-world focus - The book includes empirical data on several companies and industries around the world. Working with real-world problems and real-world data is more fruitful than theoretical discussions on formulas Excel Templates An Excel spreadsheet containing all the financial models used in the different chapters is available for download from the book's website. Practitioners will find the file easy to customize to their own requirements. It is useful in a variety of situations: value creation and its decomposition into managerial drivers or key performance indicators (KPIs), cost of capital (WACC) estimation, project evaluation, mergers and acquisitions, company valuation, derivatives valuation, etc. Editorial Reviews An excellent teach-yourself finance primer for non-financial executives, and, I dare say, even for most finance executives. Ravi Kant, Vice Chairman, Tata Motors, India The finance reference book for the desk of ANY manager. Michel Demaré, Chairman of the Board, Syngenta, Switzerland The perfect balance of practice and theory. Geert Bekaert, Professor of Finance, Columbia Business School, USA A key tool to improve your business decisions. Thilo Mannhardt, CEO of Ultrapar, Brazil Finance for Executives is easy to follow, and makes a boring subject actually quite exciting. Severin Schwan, CEO, Roche Group, Switzerland A must-have for your list of favorites. José Manuel Campa, Professor of Finance, IESE Business School, Spain

Reproducible Finance with R

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Author :
Publisher : CRC Press
ISBN 13 : 1351052608
Total Pages : 248 pages
Book Rating : 4.3/5 (51 download)

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Book Synopsis Reproducible Finance with R by : Jonathan K. Regenstein, Jr.

Download or read book Reproducible Finance with R written by Jonathan K. Regenstein, Jr. and published by CRC Press. This book was released on 2018-09-24 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reproducible Finance with R: Code Flows and Shiny Apps for Portfolio Analysis is a unique introduction to data science for investment management that explores the three major R/finance coding paradigms, emphasizes data visualization, and explains how to build a cohesive suite of functioning Shiny applications. The full source code, asset price data and live Shiny applications are available at reproduciblefinance.com. The ideal reader works in finance or wants to work in finance and has a desire to learn R code and Shiny through simple, yet practical real-world examples. The book begins with the first step in data science: importing and wrangling data, which in the investment context means importing asset prices, converting to returns, and constructing a portfolio. The next section covers risk and tackles descriptive statistics such as standard deviation, skewness, kurtosis, and their rolling histories. The third section focuses on portfolio theory, analyzing the Sharpe Ratio, CAPM, and Fama French models. The book concludes with applications for finding individual asset contribution to risk and for running Monte Carlo simulations. For each of these tasks, the three major coding paradigms are explored and the work is wrapped into interactive Shiny dashboards.