This book presents the state-of-the-art applications of machine learning in the finance domain with a focus on financial product modeling, which aims to advance the model performance and minimize risk and uncertainty. It provides both practical and managerial implications of financial and managerial decision support systems which capture a broad range of financial data traits. It also serves as a guide for the implementation of risk-adjusted financial product pricing systems, while adding a significant supplement to the financial literacy of the investigated study. The book covers advanced machine learning techniques, such as Support Vector Machine, Neural Networks, Random Forest, K-Nearest Neighbors, Extreme Learning Machine, Deep Learning Approaches, and their application to finance datasets. It also leverages real-world financial instances to practice business product modeling and data analysis. Software code, such as MATLAB, Python and/or R including datasets within a broad range of financial domain are included for more rigorous practice. The book primarily aims at providing graduate students and researchers with a roadmap for financial data analysis. It is also intended for a broad audience, including academics, professional financial analysts, and policy-makers who are involved in forecasting, modeling, trading, risk management, economics, credit risk, and portfolio management.

This book explores three particular strategies in the extractives sector for creating shared wealth, increased labour opportunities and positive social, environmental and economic outcomes from corporate projects, namely: state wealth funds (SWF), local content policies (LCP) and corporate social responsibility (CSR) practices. Collectively, the chapters explore the associated experiences and challenges in different parts of the world with the view to inform equitable and sustainable development for the communities living adjacent to extractives sites and the wider society and environment. Examples of LCPs, SWFs and CSR practices from 12 jurisdictions with diverse experiences offer usefull insights. The book illuminates challenges and opportunities for sustainable development outcomes of the extractives sector. It reflects the need to take on board the lessons of these global experiences in order to improve outcomes for poverty reduction, inequality reduction and sustainable development.

This book provides a comprehensive review of the Measures for Administration of Takeover of Chinese Listed Companies (the Chinese takeover law), with emphasis on the differences between the Chinese takeover law and takeover legislation in the UK, the US and Hong Kong. The Chinese M&A market has been booming at an unprecedented rate in recent years; not only domestic investors, but also foreign funds and multinational companies are actively participating on the market. For both market participants and researchers, it is crucial to understand the emerging and transitional aspects of the Chinese economy and its M&A market, and the impacts of those aspects on relevant laws. While there are ongoing academic discussions on the convergence between the Chinese takeover law and its counterparts in the UK, Hong Kong and the US, this book offers a comprehensive discussion of the divergence and focuses on key differences in the transplanted Chinese takeover law.

'The definitive account of the history of poverty finance' - Susanne Soederberg Finance, mobile and digital technologies - or 'fintech' - are being heralded in the world of development by the likes of the IMF and World Bank as a silver bullet in the fight against poverty. But should we believe the hype? A Critical History of Poverty Finance demonstrates how newfangled 'digital financial inclusion' efforts suffer from the same essential flaws as earlier iterations of neoliberal 'financial inclusion'. Relying on artificially created markets that simply aren't there among the world's most disadvantaged economic actors, they also reinforce existing patterns of inequality and uneven development, many of which date back to the colonial era. Bernards offers an astute analysis of the current fintech fad, contextualised through a detailed colonial history of development finance, that ultimately reveals the neoliberal vision of poverty alleviation for the pipe dream it is.

This book focuses on how important massive information is and how sensitive outcomes are to information. In this century humans now are coming up against the massive utilization of information in various contexts. The advent of super intelligence is drastically accelerating the evolution of the socio-economic system. Our traditional analytic approach must therefore be radically reformed in order to adapt to an information-sensitive framework, which means giving up myopic purification and the elimination of all considerations of massive information. In this book, authors who have shared and exchanged their ideas over the last 20 years, offer thorough examinations of the theoretical-ontological basis of complex economic interaction, econophysics, and agent-based modeling during the last several decades. This book thus provides the indispensable philosophical-scientific foundations for this new approach, and then moves on to empirical-epistemological studies concerning changes in sentiments and other movements in financial markets.

Equivalence in Financial Services offers a comprehensive and cross-industry examination of the rules and procedures under EU financial legislation dedicated to third-country market actors. The equivalence regime has become particularly topical after Brexit, as the United Kingdom is now a third country from the perspective of the European Union. This book investigates whether the current equivalence system is fit for its purpose, namely facilitating cross-border finance while minimizing as extensively as possible financial risks. After describing how the European Commission adopts equivalence measures, the book examines the implementation of the equivalence regime for the following entities: Credit Rating Agencies, Benchmarks, Trading Venues, Investment Firms, Investment Funds, Central Securities Depositories, Trade Repositories, and Central Counterparties. Addressing the most recent policy and legal developments, Equivalence in Financial Services provides an insightful guide into this complex area of financial regulation for scholars of financial regulation, legal practitioners, and policy makers.

Stochastic Simulation and Applications in Finance with MATLAB Programs explains the fundamentals of Monte Carlo simulation techniques, their use in the numerical resolution of stochastic differential equations and their current applications in finance. Building on an integrated approach, it provides a pedagogical treatment of the need-to-know materials in risk management and financial engineering. The book takes readers through the basic concepts, covering the most recent research and problems in the area, including: the quadratic re-sampling technique, the Least Squared Method, the dynamic programming and Stratified State Aggregation technique to price American options, the extreme value simulation technique to price exotic options and the retrieval of volatility method to estimate Greeks. The authors also present modern term structure of interest rate models and pricing swaptions with the BGM market model, and give a full explanation of corporate securities valuation and credit risk based on the structural approach of Merton. Case studies on financial guarantees illustrate how to implement the simulation techniques in pricing and hedging. The book also includes an accompanying CD-ROM which provides MATLAB programs for the practical examples and case studies, which will give the reader confidence in using and adapting specific ways to solve problems involving stochastic processes in finance. "This book provides a very useful set of tools for those who are interested in the simulation method of asset pricing and its implementation with MatLab. It is pitched at just the right level for anyone who seeks to learn about this fascinating area of finance. The collection of specific topics thoughtfully selected by the authors, such as credit risk, loan guarantee and value-at-risk, is an additional nice feature, making it a great source of reference for researchers and practitioners. The book is a valuable contribution to the fast growing area of quantitative finance." -Tan Wang, Sauder School of Business, UBC " This book is a good companion to text books on theory, so if you want to get straight to the meat of implementing the classical quantitative finance models here's the answer. " -Paul Wilmott, wilmott.com " This powerful book is a comprehensive guide for Monte Carlo methods in finance. Every quant knows that one of the biggest issues in finance is to well understand the mathematical framework in order to translate it in programming code. Look at the chapter on Quasi Monte Carlo or the paragraph on variance reduction techniques and you will see that Huu Tue Huynh, Van Son Lai and Issouf Soumare have done a very good job in order to provide a bridge between the complex mathematics used in finance and the programming implementation. Because it adopts both theoretical and practical point of views with a lot of applications, because it treats about some sophisticated financial problems (like Brownian bridges, jump processes, exotic options pricing or Longstaff-Schwartz methods) and because it is easy to understand, this handbook is valuable for academics, students and financial engineers who want to learn the computational aspects of simulations in finance. " -Thierry Roncalli, Head of Investment Products and Strategies, SGAM Alternative Investments & Professor of Finance, University of Evry

The study analyses the effects of the EU enlargement on the capital markets in the most advanced countries of Central and Eastern Europe and Russia. It also investigates the impacts on the interactions between Eastern and Western capital markets that are due to the ongoing integration process. Therefore, the study should be particularly useful for financial analysts, institutional investors and academic researchers who are interested in the economic and institutional developments of capital markets in CEE countries and are looking for a thorough and comprehensive analysis of the future perspectives of these capital markets.

COVID-19 has spread around the world, causing tremendous structural change, and severely affecting global supply chains and financial operations. As such there is a need for analytic tools help deal with the impact of the pandemic on the world's economies; these tools are not panaceas and certainly won't cure the problems faced, but they offer a means to aid governments, firms, and individuals in coping with specific problems. This book provides an overview of the COVID-19 pandemic and evaluates its effect on financial and supply chain operations. It then discusses epidemic modeling, presenting sources of quantitative and text data, and describing how models are used to illustrate the pandemic impact on supply chains, macroeconomic performance on financial operations. It highlights the specific experiences of the banking system, which offers predictions of the impact on the Swedish banking sector. Further, it examines models related to pandemic planning, such as evaluation of financial contagion, debt risk analysis, and health system efficiency performance, and addresses specific models of pandemic parameters. The book demonstrates various tools using available data on the ongoing COVID-19 pandemic. While it includes some citations, it focuses on describing the methods and explaining how they work, rather than on theory. The data sets and software presented were all selected on the basis of their widespread availability to any reader with computer links.

This book explains the theoretical structure of particle swarm optimization (PSO) and focuses on the application of PSO to portfolio optimization problems. The general goal of portfolio optimization is to find a solution that provides the highest expected return at each level of portfolio risk. According to H. Markowitz's portfolio selection theory, as new assets are added to an investment portfolio, the total risk of the portfolio's decreases depending on the correlations of asset returns, while the expected return on the portfolio represents the weighted average of the expected returns for each asset. The book explains PSO in detail and demonstrates how to implement Markowitz's portfolio optimization approach using PSO. In addition, it expands on the Markowitz model and seeks to improve the solution-finding process with the aid of various algorithms. In short, the book provides researchers, teachers, engineers, managers and practitioners with many tools they need to apply the PSO technique to portfolio optimization.

Financial Markets and Institutions takes a practical approach to the changing landscape of financial markets and institutions. The text uses core principles to introduce topics, then examines these models via real-world scenarios. Empirical applications of themes help you develop essential critical-thinking and problem-solving skills. The 10th Edition reflects major changes in the aftermath of the global financial and Covid crises. With timely new sections, cases and boxes, you’ll have the latest, most relevant information to help prepare you for your future career.

This book analyses the use of qualitative and quantitative content analysis methodologies for risk disclosure practices in the European banking industry. While doing so, it assesses the level of transparency of financial and non-financial reports by focusing on the information disclosed to the public with reference to risk exposure and management. By drawing upon both qualitative and quantitative techniques, the book proposes two different methodological approaches to assess the information European financial institutions provide to the public with reference to the risk disclosure and derivative disclosure in their annual financial reports. These methodologies are subsequently employed to carry out empirical analyses on samples of European banks. By exploiting the points of strength of both qualitative and quantitative content analysis methodologies, this book offers insights into the advantages and disadvantages of these methodologies. The book is a must-read for academics and researchers that analyze disclosure practices of financial and non-financial firms, as well as financial analysts and other practitioners that are interested in assessing the level of transparency and evaluating the disclosures of financial and non-financial firms, especially, but not exclusively, with reference to risk disclosure and derivative disclosure.

From the early forms of loans to farmers up to present day credit cards, consumer credit has always been part of human life; however, ever since the Bible, controversy has reigned as to its legitimacy. It is the history of this controversy that is presented here. Outlining significant developments in different aspects of consumer credit from the Hammurabi Code through to current questions such as household overindebtedness, the authors shed historical light on modern debates.

This book provides a critical analysis of the evolution of corporate disclosure. Building upon prior academic literature, it assesses the most important changes in mandatory corporate disclosure, the growing relevance of social and environmental disclosure, and revolutionary new forms of corporate communication, in particular social media. It also includes empirical analyses that shed further light on the impact of voluntary communication, i.e. social and environmental reporting and corporate social media communication, on managerial and investment decisions. Lastly, it discusses new directions for accounting and corporate governance research on the theoretical and empirical challenges of corporate disclosure. Offering a wealth of relevant and timely advice, the book will help regulators design policies that allow businesses to overcome current and emerging economic, social, and technological challenges.

This book invokes the Tawhidi ontological foundation of the Qur'anic law and worldview, and is also a study of ta'wil, the esoteric meaning of Qur'anic verses. It presents a comparative analysis between the Tawhidi methodology and the contemporary subject of Shari'ah. Masudul Alam Choudhury brings about a serious criticism of the traditional understanding of Shari'ah as Islamic law contrary to the holistic socio-scientific worldview of the unity of knowledge arising from Tawhid as the law. A bold repudiation of the Islamic traditional understanding and the school of theocracy, Choudhury's critique is in full consonance with the Qur'an and Sunnah. It is critical of the sectarian (madhab) conception of relational independence of facts. Thus the non-creative outlook of Shari'ah contrasts with universality and uniqueness of Tawhid as the analytically established law explaining the monotheistic organic unity of being and becoming in 'everything'. This wide and strict methodological development of the Tawhidi worldview is articulated in this work. The only way that Tawhid and Shari'ah can converge as law is in terms of developing the Tawhidi methodology, purpose and objective of the universal and unique law in consonance with the ontology of Tawhid. Such a convergence in the primal ontological sense of Tawhid is termed as maqasid as-shari'ah al-Tawhid.

An accessible and thorough review of the international financial markets Life in the Financial Markets How They Really Work And Why They Matter To You offers the financial services professional, and anyone interested in knowing more about the profession, an entertaining and comprehensive analysis of the financial markets and the financial services industry. Written by Daniel Lacalle a noted portfolio manager with EcoFin and well-known media personality the book goes beyond a simple summary and offers solid advice on the future of the global financial markets. This great resource also includes a review of effective strategies and forecasts the trends that represent potential opportunities for investors. The book reviews the recent history of the financial crisis and includes information on hot topics such as derivatives and high frequency trading. An in-depth section on investment banking is written from the perspective of a successful practitioner and provides clarity on several complex and overly politicized elements of the banking system. The author gives an expert's perspective on the debt markets, monetary policies, and quantitative easing, and helps explain the various issues surrounding sovereign debt, the Euro crisis, and austerity versus growth policies. Comprehensive in scope, this resource also offers an analysis of investment styles, from hedge funds to "long only" investments, as well as an in-depth look at corporate communication and its impact on markets and investments. * Offers an engaging and comprehensive analysis of the financial services industry * Includes information on the workings of the global financial system following the economic crisis * Contains a review of complex banking systems Analyzes the various investment styles and answers the most common questions pertaining to investing

A new manifesto for the working woman, full of practical tips for making the most of your earnings as well as inspiration for harnessing the freedom and power that come with financial independence. In Think Like a Breadwinner, financial expert Jennifer Barrett dismantles the narrative that women don't - and shouldn't - take full control of their finances to create the lives they want for themselves. Featuring a wide variety of case studies from women at all stages of their careers and financial lives, Barrett shares the secrets of women who already think like breadwinners. Practical and empowering, this book includes advice on: - Changing how you think about money - Asking for promotions and raises at work - Saving and investing your money - How to combine breadwinning and parenting - Prioritising your future Perfect for anyone who thinks they're 'no good with money', Think Like a Breadwinner will show you that no matter your circumstances, you can set yourself up for financial security.

This book considers and assesses essential financial issues by utilizing data science and fuzzy multiple criteria decision making (MCDM) methods. It introduces readers to a range of data science methods, and demonstrates their application in the fields of business, health, economics, finance and engineering. In addition, it provides suggestions based on the assessment results on each topic, which can help to enhance the efficiency of the financial system and the sustainability of economic development. Given its scope, the book will help readers broaden their perspective on the assessment and evaluation of financial issues using data science and MCDM approaches.

Advances in Financial Economics publishes peer reviewed quality manuscripts on any aspects of financial economics including corporate finance, financial institutions and markets and microeconomics.

The ultimate nuts-and-bolts guide to foreign exchange operations

The foreign exchange landscape is particularly risky since so much of the world is unregulated and takes place over the counter (off exchange). Brilliant traders and money managers who are profitable may find themselves underperforming, or worse, losing, simply because they failed to establish strong operations. In this book, David DeRosa provides industry players with everything they need for strong operational functions from all the types of trades to execution, master trading agreements, documentation, settlement, margin and collateral, and prime brokerage services.Contains vital work flow solutions for trading in the volatile foreign exchange marketplace Offers information for mastering the operational aspect of foreign exchange trading to help determine best partners such as prime brokers and othersWritten by David DeRosa a leading foreign exchange expert who has consulted to hundreds of financial institutions

"Foreign Exchange Operations" helps traders mitigate risks and offers a guide to all aspects of trading operations from mastering trading agreements to margin documentation.

This book explores issues related to green and sustainable finance which aims at the transformation of economies into a new, more sustainable model. It covers a variety of issues related to various financial areas, such as: corporate finance, public finance, monetary and fiscal policy, and risk management. The enclosed papers reflect the extent, diversity, and richness of research areas in the finance and sustainability fields, both fundamental and applied, and are beneficial to researchers, practitioners, scholars and policy makers in economics, finance, and international economics.

A comprehensive and profoundly relevant history of interest from one of the world's leading financial writers, The Price of Time explains our current global financial position and how we got here In the beginning was the loan, and the loan carried interest. For at least five millennia people have been borrowing and lending at interest. The practice wasn't always popular--in the ancient world, usury was generally viewed as exploitative, a potential path to debt bondage and slavery. Yet as capitalism became established from the late Middle Ages onwards, denunciations of interest were tempered because interest was a necessary reward for lenders to part with their capital. And interest performs many other vital functions: it encourages people to save; enables them to place a value on precious assets, such as houses and all manner of financial securities; and allows us to price risk.All economic and financial activities take place across time. Interest is often described as the "price of money," but it is better called the "price of time: " time is scarce, time has value, interest is the time value of money.Over the first two decades of the twenty-first century, interest rates have sunk lower than ever before. Easy money after the global financial crisis in 2007/2008 has produced several ill effects, including the appearance of multiple asset price bubbles, a reduction in productivity growth, discouraging savings and exacerbating inequality, and forcing yield starved investors to take on excessive risk. The financial world now finds itself caught between a rock and a hard place, and Edward Chancellor is here to tell us why. In this enriching volume, Chancellor explores the history of interest and its essential function in determining how capital is allocated and priced.

This book brings together for the first time more than half a dozen proposals for an imperial paper currency in the mid-eighteenth century British Atlantic, to show how manage colonial currency and banking in the expanding empire. Existing studies have looked at the successes and failures of schemes in individual colonies. But some had grander ambitions, such as Benjamin Franklin, and offered proposals for 'imperial' or 'continental' paper currencies and monetary unions which would help knit together colonial territories throughout North America and even the Caribbean into a cohesive whole during a moment of imperial reform. This book brings together these proposals for the first time, including several never studied before, to show how thinkers and writers on empire, currency and finance drew on financial practices, precedents and principles from across the British Atlantic to present their own visions of monetary union and the future of empire. In doing so it makes an important and original contribution to the wider histories of monetary and financial thought and theory and the roots of American monetary policy, and the links between finance, empire, politics, reform and revolution. It will be of interest to academics working on the history of finance, banking and currency in the British Isles, North America and the Caribbean in the eighteenth century, as well as those working on the political economy of the British Empire, including mercantilism, trade, warfare and the politics of empire in the decades leading up to the American Revolution.

This book assesses the evolutionary sustainability of liberalism. The book's central claim is that liberal institutions ultimately weaken their social groups in the evolutionary process of inter-group competition. In this sense, institutions relying on the liberal satisfaction of preferences reveal maladaptive tendencies. Based on the model of multilevel selection, this work appraises the capacity of liberal democracy and free markets to satisfy preferences. In particular, the book re-evaluates public choice theory's classic postulate that free markets are a suitable alternative to the shortcomings of western liberal democracies regarding preference satisfaction. Yet, the book concludes that free markets are not a solution to the problems of liberal democracy because both market and democratic liberal institutions rest on the liberal satisfaction of preferences, an ethic which hurts group evolutionary fitness. This volume is of interest to political theorists, evolutionary ethicists, political economists and to general readers interested in the future of liberalism.