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Books > Business & Economics > Finance & accounting > Finance > General

Financial Inclusion and Poverty Alleviation - Perspectives from Islamic Institutions and Instruments (Hardcover, 1st ed. 2017):... Financial Inclusion and Poverty Alleviation - Perspectives from Islamic Institutions and Instruments (Hardcover, 1st ed. 2017)
Muhamed Zulkhibri, Abdul Ghafar Ismail
R4,026 Discovery Miles 40 260 Ships in 10 - 15 working days

This book explores the relationships between financial inclusion, poverty and inclusive development from Islamic perspectives. Financial inclusion has become an important global agenda and priority for policymakers and regulators in many Muslim countries for sustainable long-term economic growth. It has also become an integral part of many development institutions and multilateral development banks in efforts to promote inclusive growth. Many studies in economic development and poverty reduction suggest that financial inclusion matters. Financial inclusion, within the broader context of inclusive development, is viewed as an important means to tackle poverty and inequality and to address the sustainable development goals (SDGs). This book contributes to the literature on these topics and will be of interest to researchers and academics interested in Islamic finance and financial inclusion.

Work Toward Reward - Building Business Value Today for a Well-Deserved Future (Hardcover): Chia-Li Chien Work Toward Reward - Building Business Value Today for a Well-Deserved Future (Hardcover)
Chia-Li Chien
R661 R590 Discovery Miles 5 900 Save R71 (11%) Ships in 18 - 22 working days

When you're finished, make sure you have something to show for your efforts.

In Work Toward Reward, Chia-Li Chien, Succession Strategist at Value Growth Institute and award-winning author of "Show Me the Money," presents the results of her Business Value Drivers Study. This two-year study reveals challenges business owners face and the Mission Critical Activities crucial to building a business in value.

Chia-Li invited business owners to participate in the study, answering questions such as: $ Why are you in business? $ What have you created from your business (job, lifestyle, 3x to 5x value)? $ What gets you going in the morning? $ What keeps you up at night? $ What are the most common problems in your industry?

Using examples of business owners she interviewed in the study, she illustrates the successes and challenges of their businesses to inspire and motivate us to focus on value creation through Mission Critical Activities-and how those activities can transform not only a business, but communities and even our world as well.

Work Toward Reward helps you start building your business in value, and when you are ready, cash out with the reward you deserve after the risks you've taken and the years you've spent

(In praise of "Show Me the Money") "With empowering advice for understanding true business value, attaining financial independence and knowing when to quit. "Show Me the Money" is a fine guide to making a profit."

John Burroughs, Midwest Book Review, Oregon, WI

Cryptocurrencies and Blockchain 2022 - Cryptocurrencies and the blockchain are the future of your investments (Hardcover):... Cryptocurrencies and Blockchain 2022 - Cryptocurrencies and the blockchain are the future of your investments (Hardcover)
Collane Lv
R896 R779 Discovery Miles 7 790 Save R117 (13%) Ships in 18 - 22 working days
Encyclopaedia of Historical Metrology, Weights, and Measures - Volume 1 (Hardcover, 1st ed. 2018): Jan Gyllenbok Encyclopaedia of Historical Metrology, Weights, and Measures - Volume 1 (Hardcover, 1st ed. 2018)
Jan Gyllenbok
R4,382 Discovery Miles 43 820 Ships in 10 - 15 working days

This first of three volumes starts with a short introduction to historical metrology as a scientific discipline and goes on with an anthology of acient and modern measurement systems of all kind, scientific measures, units of time, weights, currencies etc. It concludes with an exhaustive list of references. Units of measurement are of vital importance in every civilization through history. Since the early ages, man has through necessity devised various measures to assist him in everyday life. They have enabled and continue to enable us to trade in commonly and equitably understood amounts, and to investigate, understand, and control the chemical, physical, and biological processes of the natural world. The essence of the work is an alphabetically ordered, comprehensive list of measurement nomenclature, units and scales. It provides an understanding of almost all quantitative expressions observed in all imaginable situations, including spelling variants and the abbreviations and symbols for units, and various acronyms used in metrology. It will be of use not only to historians of science and technology, but also to economic and social historians and should be in every major academic and national library as standard reference work on the topic.

De Minimis Aid  Under EU Law (Hardcover, 1st ed. 2022): Ricardo Pedro De Minimis Aid Under EU Law (Hardcover, 1st ed. 2022)
Ricardo Pedro
R2,646 Discovery Miles 26 460 Ships in 18 - 22 working days

This book deals with de minimis aid and demonstrates that it is both a sui generis legal concept in the context of State aid and subject to a complex regime. On the one hand, it is a sui generis concept in that (i) it seeks to strike a balance between simplifying the grant process and not distorting competition in the internal market, while being a tool that Member States are able to apply easily and (ii) it is subject to ex ante control by Member States. On the other hand, it is complex in that (i) it requires determining the sectors of economic activity it applies to; (ii) a few notions specific to the regime are not easy to understand, such as the notion of "single undertaking"; and (iii) it requires combining four de minimis regimes (one general and three special), which in turn requires reconciling those regimes with each other and with other aid, not least because of the cumulation rules. Lastly, these particularities were also reflected in the recovery regime for unlawful de minimis aid. Aimed at lawyers, legal consultants and those working in undertakings as well as students, the book provides a comprehensive overview of the current de minimis regimes and is clear and complete, while also proposing a fresh view on the area of EU State aid law. Ricardo Pedro is Researcher at the Centro de Investigacao de Direito Publico (CIDP), Universidade de Lisboa, Portugal.

The Money Ladder - A 3-Step Guide to Make and Grow Your Wealth (Paperback): Franklin Asante The Money Ladder - A 3-Step Guide to Make and Grow Your Wealth (Paperback)
Franklin Asante
R392 R362 Discovery Miles 3 620 Save R30 (8%) Ships in 9 - 17 working days

Everything you need to know about finance from your own personal banker @urbanfinancier

The Money Ladder applies to everyone, whether you're looking for ways to make more money, or you're trying to grow and protect what you've already made.

Franklin Asante understands money. As a private banker, he has helped many clients to manage their finances and achieve their short- and long-term goals. Now, in The Money Ladder, Franklin shares his experience and knowledge through a practical 3-step plan to help you to first of all understand money and then to grow it for the future.

Step one: wealth generation
Step two: wealth accumulation
Step three: wealth preservation

We are born with many human instincts, but managing money is not one of them. Through explaining the basics, Franklin gives you the tools you need in order to make informed financial choices about what to do with your money for the best return on your investments and to achieve lasting results. He also offers advice on saving, investing and borrowing, along with tips on how to prepare your cashflow, fill in a balance sheet and understand what assets are available to you.

This book will help you to achieve your financial goals, by laying out the foundations you need to build the future you want. If you start on the bottom rung and learn the basics of money, you will find it much easier to climb the ladder to future financial freedom.

WHEN PRIME BROKERS FAIL (Book): WHEN PRIME BROKERS FAIL (Book)
R1,138 R956 Discovery Miles 9 560 Save R182 (16%) Ships in 18 - 22 working days

An informative primer on the new landscape of leading prime brokers

Before the recent financial crisis, both regulators and market participants disregarded the complex and dangerous nature of the relationship between prime brokers (the banks) and their clients (the funds). In "When Prime Brokers Fail, " J. S. Aikman examines the convoluted structure of this relationship, the main participants, and the impact of the near collapse of prime brokerages on the financial world.

Filled with in-depth insights and expert advice, "When Prime Brokers Fail" takes a close look at the unheeded risks of prime finance and lays out the steps required for managers to protect their funds and bankers to protect their brokerages.Examines the challenges, trends, and risks within the prime brokerage spaceDiscusses the structural adjustments firms will need to make to avoid similar disastersAnalyzes the complex relationship between hedge funds and their brokerages and the risks that multiply in extraordinary marketsCovers new ways to manage an inherently risky business and the regulations that may soon be introduced into this arena

Engaging and informative, this timely book details the intricacies and interdependencies of prime brokerages and the role that these operations play in our increasingly dynamic financial system.

Samuelsonian Economics and the Twenty-First Century (Hardcover): Michael Szenberg, Lall Ramrattan, Aron A. Gottesman Samuelsonian Economics and the Twenty-First Century (Hardcover)
Michael Szenberg, Lall Ramrattan, Aron A. Gottesman
R2,036 Discovery Miles 20 360 Ships in 10 - 15 working days

This volume illuminates and critically assesses Paul A. Samuelson's voluminous and groundbreaking contributions to the field of economics. The volume includes contributions from eminent scholars, including six Nobel Laureates, covering the extraordinary depth and breadth of Samuelson's contributions.

Financial Inclusion in Emerging Markets - A Road Map for Sustainable Growth (Hardcover, 1st ed. 2021): Ananda S, Dharmendra... Financial Inclusion in Emerging Markets - A Road Map for Sustainable Growth (Hardcover, 1st ed. 2021)
Ananda S, Dharmendra Singh
R3,672 Discovery Miles 36 720 Ships in 10 - 15 working days

This book discusses ideas for stakeholders to develop strategies to access and use financial products and services such as deposits, loans, and fund transfer mechanism, insurance, payment services, and intermediaries, distribution channels at economical prices in order to cater to the needs of the poor and underprivileged people. Financial inclusion ensures ease of access, availability, and usage of the financial products and services to all the sections of the society. The book will help in recognizing the role of financial inclusion as one of the main drivers in reducing income inequality and thus supporting sustainable economic growth of the countries, especially of an emerging economy. The book provides conceptual and practical ideas from the practitioners, best practices from the experts, and empirical views from the researchers on the best practices and how to mitigate the challenges and issues plaguing the development of the financial inclusion.

Stochastic Interest Rates (Hardcover): Daragh McInerney, Tomasz Zastawniak Stochastic Interest Rates (Hardcover)
Daragh McInerney, Tomasz Zastawniak
R2,163 Discovery Miles 21 630 Ships in 10 - 15 working days

This volume in the Mastering Mathematical Finance series strikes just the right balance between mathematical rigour and practical application. Existing books on the challenging subject of stochastic interest rate models are often too advanced for Master's students or fail to include practical examples. Stochastic Interest Rates covers practical topics such as calibration, numerical implementation and model limitations in detail. The authors provide numerous exercises and carefully chosen examples to help students acquire the necessary skills to deal with interest rate modelling in a real-world setting. In addition, the book's webpage at www.cambridge.org/9781107002579 provides solutions to all of the exercises as well as the computer code (and associated spreadsheets) for all numerical work, which allows students to verify the results.

The Science of Getting Rich (Hardcover): Wallace D. Wattles The Science of Getting Rich (Hardcover)
Wallace D. Wattles
R601 Discovery Miles 6 010 Ships in 18 - 22 working days
Enhancing Halal Sustainability - Selected Papers from the 4th International Halal Conference 2019 (Hardcover, 1st ed. 2021):... Enhancing Halal Sustainability - Selected Papers from the 4th International Halal Conference 2019 (Hardcover, 1st ed. 2021)
Nur Nafhatun Md Shariff, Najahudin Lateh, Nur Farhani Zarmani, Zety Sharizat Hamidi, Zeiad Amjad Abdulrazzak Aghwan, …
R5,890 Discovery Miles 58 900 Ships in 18 - 22 working days

The global halal industry is likely to grow to between three and four trillion US dollars in the next five years, from the current estimated two trillion, backed by a continued demand from both Muslims and non-Muslims for halal products. Realising the importance of the halal industry to the global community, the Academy of Contemporary Islamic Studies (ACIS), the Universiti Teknologi MARA Malaysia (UiTM) and Sultan Sharif Ali Islamic University (UNISSA) Brunei have organised the 4th International Halal Conference (INHAC) 2019 under the theme "Enhancing Halal Sustainability'. This book contains selected papers presented at INHAC 2019. It addresses halal-related issues that are applicable to various industries and explores a variety of contemporary and emerging issues. It covers aspects of halal food safety, related services such as tourism and hospitality, the halal industry - including aspects of business ethics, policies and practices, quality assurance, compliance and Shariah governance Issues, as well as halal research and educational development. Highlighting findings from both scientific and social research studies, it enhances the discussion on the halal industry (both in Malaysia and internationally), and serves as an invitation to engage in more advanced research on the global halal industry.

Inflation Targeting and Financial Stability - Monetary Policy Challenges for the Future (Hardcover, 1st ed. 2019): Michael Heise Inflation Targeting and Financial Stability - Monetary Policy Challenges for the Future (Hardcover, 1st ed. 2019)
Michael Heise
R1,491 R1,219 Discovery Miles 12 190 Save R272 (18%) Ships in 18 - 22 working days

Since the financial crisis of 2008/09, the world's major central banks have been struggling to return their economies to higher growth and to reach their inflation targets. This concise book analyzes the importance of central bank policies for the economy, and specifically investigates the reasons why they have failed to steer inflation as desired. The author, the Chief Economist at Allianz SE, argues that, in an environment of great uncertainty concerning the pass-through of monetary stimulus to the economy, central banks should not focus too narrowly on inflation targets, but should increasingly take the side effects of their actions into account. In particular, he contends that they must seek to minimize the risk of financial booms and busts in order to maximize long-term growth and prosperity. Building on existing research and contributing to the current debate, the book offers a valuable reference guide and food for thought for policymakers, professionals and students alike.

Novel Six Sigma Approaches to Risk Assessment and Management (Hardcover): Vojo Bubevski Novel Six Sigma Approaches to Risk Assessment and Management (Hardcover)
Vojo Bubevski
R4,992 Discovery Miles 49 920 Ships in 18 - 22 working days

The progression of risk management techniques provides the crucial applications and benefits to all of society. By analyzing the current trends and techniques used to assess and mitigate risks, safer processes can be used for all professional fields, as well as society as a whole. Novel Six Sigma Approaches to Risk Assessment and Management is a vital scholarly resource that provides an in-depth examination on innovative Six Sigma methods for risk mitigation initiatives. Featuring an array of relevant topics such as project management, production scheduling, information systems security, and agricultural planning, this is an ideal reference book for professionals, academicians, students, and researchers interested in detailed research on recent advancements in the management of risk in all fields.

Exchange Rates, Currency Crisis and Monetary Cooperation in Asia (Hardcover): R. Rajan Exchange Rates, Currency Crisis and Monetary Cooperation in Asia (Hardcover)
R. Rajan
R2,654 Discovery Miles 26 540 Ships in 18 - 22 working days

This book concentrates on exchange rates and their macroeconomic consequences, analytical and empirical issues relating to currency crises and policy responses and monetary and financial cooperation in Asia. It is truely pan-Asia-focused with chapters on China, Japan, Korea, India and Southeast Asia.

Exploring the Financial Universe - The Role of the Sun and Planets in the World of Finance (Paperback): Christeen H.  Skinner Exploring the Financial Universe - The Role of the Sun and Planets in the World of Finance (Paperback)
Christeen H. Skinner
R633 Discovery Miles 6 330 Ships in 10 - 15 working days
Blackstone's Guide to the Consumer Credit Act 2006 (Paperback, New): Richard Mawrey QC, Toby Riley-Smith Blackstone's Guide to the Consumer Credit Act 2006 (Paperback, New)
Richard Mawrey QC, Toby Riley-Smith
R2,697 Discovery Miles 26 970 Ships in 10 - 15 working days

The Blackstone's Guides Series delivers concise and accessible books covering the latest legislation changes and amendments. Published within weeks of an Act, they offer expert commentary by leading names on the effects, extent and scope of the legislation, plus a full copy of the Act itself. They offer a cost-effective solution to key information needs and are the perfect companion for any practitioner needing to get up to speed with the latest changes. The Department of Trade and Industry has been conducting a major revision of consumer credit law over the past few years. Its proposals on substantial changes to existing law were contained in its White Paper published in December 2003: Fair, Clear and Competitive - The Consumer Credit Market in the 21st Century. Since then, this programme has been implemented by a series of new statutory instruments and a major new Consumer Credit Act which runs to 70 sections and revolutionises the present law and practice of consumer credit. The new Act principally amends the Consumer Credit Act 1974, which is the statute governing the licensing of, and other controls on, traders concerned with the provision of credit or the supply of goods on hire or hire-purchase to individuals. Significant changes brought in by the new Act include the following; * The re-definition of "consumers" whose agreements are to be regulated by the Act and financial ceilings on consumer credit and hire agreements removed * The consequences of trading without a license are to be made more severe and the whole process of licensing to be modernised * Consumer credit is to be brought within the remit of the Financial Ombudsman This Guide covers all of these new provisions, together with the growing importance of the internet and electronic technology to this area of the law, whilst also placing the new Act in the context of what has gone before. The commentary in the Guide is structured in a clear and logical way, thus enabling readers to quickly access the information they require.

Foundations of Airport Economics and Finance (Paperback): Hans Arthur Vogel Foundations of Airport Economics and Finance (Paperback)
Hans Arthur Vogel
R2,530 Discovery Miles 25 300 Ships in 10 - 15 working days

Foundations of Airport Economics and Finance analyzes the impact key economic indicators play on an airport's financial performance. As rapidly changing dynamics, including liberalization, commercialization and globalization are changing the nature of airports worldwide, this book presents the significant challenges facing current and future airports. Airports are evolving from quasi-monopolies to commercial companies operating in a global environment, with ever-increasing passenger and cargo volumes and escalating security costs that put a greater strain on airport systems. This book highlights the critical changes that airports are experiencing, providing a basic understanding of both the economic and financial aspects of the air transport industry.

Private Bankers in the Italian 19th Century - The Parodi of Genoa in the National and International Context (Hardcover, 1st ed.... Private Bankers in the Italian 19th Century - The Parodi of Genoa in the National and International Context (Hardcover, 1st ed. 2020)
Luciano Maffi
R2,654 Discovery Miles 26 540 Ships in 18 - 22 working days

The book analyses the role of private bankers who were pivotal in modernizing the economic and financial system of Italy in the XIX century. To achieve this they needed to interact with the international haute banque to organize and place the public loans and the large investments associated with the joint-stock companies. The theme of reputation, which is currently at the centre of the historiographical debate, is fundamental for the study of the private banker figures, whose professional success is linked to the limitless trust accorded to them by their circle of personal contacts. Historiography has studied the role of Italian bankers in the trade, credit and international finance during the modern age (XVI-XVIII centuries), but it has not analysed the banking system in the XIX century and its national and international relations. The case study of Banca Parodi of Genova fills the historiographical gap concerning the role of private bankers and banking institutions in Italy, highlighting the network between the Parodi family and the international haute banque; one of the most emblematic cases is the Rothschild family. The book presents a re-elaborates series of unpublished data, placing them at the disposal of the scientific community and analyses the role of private bankers in the development of Italian banking institutions in the XIX century to launch a scientific debate.

Labor Income Share - Understanding the Drivers of the Global Decline (Hardcover, 1st ed. 2020): Saumik Paul Labor Income Share - Understanding the Drivers of the Global Decline (Hardcover, 1st ed. 2020)
Saumik Paul
R2,671 Discovery Miles 26 710 Ships in 18 - 22 working days

This book is about labor income share, which measures the share of national income paid in wages. The global share of income going towards labor is declining, which suggests a more unequal distribution of income. This has sparked debates about fair distribution of personal incomes among academics and policymakers alike. This book joins the discussion by bringing together recent developments in theoretical and empirical research on labor income share and novel insights on the measurement of the labor income share. The aim of this book is to help design policies to reduce inequality and provide useful knowledge to academics, policymakers from government agencies, policy aides in research institutions and think tanks, and broader audiences from public and private organizations.

Financialization of the economy and income inequality in selected OIC and OECD countries - The role of institutional factors... Financialization of the economy and income inequality in selected OIC and OECD countries - The role of institutional factors (Hardcover)
Fatima Muhammad Abdulkarim, Abbas Mirakhor, Baharom Abdul Hamid
R3,171 Discovery Miles 31 710 Ships in 10 - 15 working days

Income inequality is a serious problem confronting not only the developed world but also developing countries. Recently, financialization has been one of the culprits identified in literature as one of the cause of income inequality. This book offers the only detailed presentation of the how financialization aided the spread of income inequality in Organization of Islamic Cooperation, OIC countries. Finance has taking a center stage in the affairs of most developing economies, surpassing the real sector of the economy. The result is the creation of an indebted society in which people are comfortable with financing their financial needs through credit. This creates a debt laden society that is trapped in the cycle of debt. This book represents a comprehensive and indispensable source for students, practitioners and the general public at large. It presents data which shows the buildup of debt and the rising income inequality in Muslim countries. It includes discussion of the rise in rentier income, financialization of everyday life, decline in physical capital accumulation and deregulation of the financial sector. The book therefore, proffers solutions on how Muslim countries can come out of the present economic problem facing them. The promotion and adoption of Islamic principles, which promotes risk sharing based contracts as against debt based transaction is the way to go. When financial contracts are based on the principles of risk sharing, any gains from economic activities get to be shared equitably. Hence, not only capital owners get to enjoy the benefit from the income derived from investments, but rather, all parties that partake in the contract. Distinguished by its clarity and readability as it is written in a very easy to understand language, it is an important reference work for any concerned individual interested on the recent causes of income inequality in Muslim World.

Robert Triffin - A Life (Hardcover): Ivo Maes Robert Triffin - A Life (Hardcover)
Ivo Maes; As told to Ilaria Pasotti
R1,861 Discovery Miles 18 610 Ships in 10 - 15 working days

With World War II still raging, nations came together to create a new international monetary order, the Bretton Woods system. This agreement created the International Monetary Fund, the World Bank, and a system of stable exchange rates with currencies pegged against the dollar. One man saw the political, economic, and moral tensions inherent in keeping the dollar, a national currency, as a global reserve currency. When the monetary arrangement collapsed in 1973, economist Robert Triffin had already predicted its downfall two decades previously. Robert Triffin, a Belgian-American scholar and policy advisor, was a defining voice in economics and international politics in the twentieth century and an architect of the new multilateral liberal world order in his own right. Best known for his analysis of the vulnerabilities of the international monetary system - the "Triffin dilemma" - Triffin was a voice of reason and compassion in the postwar period. Triffin played a key role in the debates on European monetary integration, especially with his proposals for a European Reserve Fund and a European currency unit, becoming one of the intellectual fathers of Europe's single currency, the euro. This intellectual biography evaluates what made Triffin a crucial figure in modern economic history. With an emphasis on the ideas that shaped the postwar international system, Robert Triffin: A Life explores both the man and the mission. In addition to analyzing his work in economics and policymaking, Ivo Maes and Ilaria Pasotti trace Triffin's story from a very modest background, as the son of a butcher, who grew up through the interwar period, to a singularly influential economist in the late twentieth century. The first biography of one of the intellectual giants of the postwar era, Robert Triffin critically examines the accomplishments and the legacy of a scholar who believed that innovations in economic policy could lead to a better and more peaceful world.

Interest Rates, Prices and Liquidity - Lessons from the Financial Crisis (Paperback): Jagjit S. Chadha, Sean Holly Interest Rates, Prices and Liquidity - Lessons from the Financial Crisis (Paperback)
Jagjit S. Chadha, Sean Holly
R1,246 Discovery Miles 12 460 Ships in 10 - 15 working days

Many of the assumptions that underpin mainstream macroeconomic models have been challenged as a result of the traumatic events of the recent financial crisis. Thus, until recently, it was widely agreed that although the stock of money had a role to play, in practice it could be ignored as long as we used short-term nominal interest rates as the instrument of policy because money and other credit markets would clear at the given policy rate. However, very early on in the financial crisis interest rates effectively hit zero percent and so central banks had to resort to a wholly new set of largely untested instruments to restore order, including quantitative easing and the purchase of toxic financial assets. This book brings together contributions from economists working in academia, financial markets and central banks to assess the effectiveness of these policy instruments and explore what lessons have so far been learned.

The OECD and the International Political Economy Since 1948 (Hardcover, 1st ed. 2017): Matthieu Leimgruber, Matthias Schmelzer The OECD and the International Political Economy Since 1948 (Hardcover, 1st ed. 2017)
Matthieu Leimgruber, Matthias Schmelzer
R3,170 Discovery Miles 31 700 Ships in 9 - 17 working days

This book explores the history of the Organization for Economic Co-operation and Development (OECD) and its place within capitalist development. Since 1948, the OECD and its forerunner, the Organization for European Economic Cooperation (OEEC) worked on almost every subject of interest to national governments ranging from economic growth to education (PISA rankings), statistics, to the environment. With varying success the OEEC/OECD thus played a key role as a warden of the West and of capitalist development. However, it has remained one of the least understood international organizations. Bringing together a number of case studies by scholars from around the world, this first source-based volume on the history of the OEEC/OECD in global governance offers not only a new understanding of the Organization's key areas of activities, but also its multiple relations to member states, other international organizations, and private networks. The volume thus critically re-examines postwar international history, most importantly decolonization and the Cold War, through the prism of one international organization in its various contexts.

Artificial Intelligence and Credit Risk - The Use of Alternative Data and Methods in Internal Credit Rating (Hardcover, 1st ed.... Artificial Intelligence and Credit Risk - The Use of Alternative Data and Methods in Internal Credit Rating (Hardcover, 1st ed. 2022)
Rossella Locatelli, Giovanni Pepe, Fabio Salis
R1,231 Discovery Miles 12 310 Ships in 10 - 15 working days

This book focuses on the alternative techniques and data leveraged for credit risk, describing and analysing the array of methodological approaches for the usage of techniques and/or alternative data for regulatory and managerial rating models. During the last decade the increase in computational capacity, the consolidation of new methodologies to elaborate data and the availability of new information related to individuals and organizations, aided by the widespread usage of internet, set the stage for the development and application of artificial intelligence techniques in enterprises in general and financial institutions in particular. In the banking world, its application is even more relevant, thanks to the use of larger and larger data sets for credit risk modelling. The evaluation of credit risk has largely been based on client data modelling; such techniques (linear regression, logistic regression, decision trees, etc.) and data sets (financial, behavioural, sociologic, geographic, sectoral, etc.) are referred to as "traditional" and have been the de facto standards in the banking industry. The incoming challenge for credit risk managers is now to find ways to leverage the new AI toolbox on new (unconventional) data to enhance the models' predictive power, without neglecting problems due to results' interpretability while recognizing ethical dilemmas. Contributors are university researchers, risk managers operating in banks and other financial intermediaries and consultants. The topic is a major one for the financial industry, and this is one of the first works offering relevant case studies alongside practical problems and solutions.

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