Download or read book Anomalies in Net Present Value Returns and Polynomials and Regret Theory in Decision Making written by Michael C. I. Nwogugu and published by Springer. This book was released on 2017-06-09 with total page 327 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores why Modified Internal Rate of Return (MIRR) and Net Present Value (NPV) are not necessarily accurate or efficient tools for valuation and decision-making. The author specifically addresses the biases and framing effects inherent in the NPV/MIRR/IRR model and in related approaches such as Adjusted Present Value (APV), Net Future Value (NFV), and by extension, Polynomials. In doing so, the book presents new ways of solving higher order polynomials using invariants and homomorphisms and explains why the “Fundamental Theorem of Algebra”, the Binomial Theorem and the “Descartes Sign Rule” are unreliable. Chapters also discuss how International Asset Pricing Theory (IAPT) and Intertemporal Capital Asset Pricing Models (ICAPM) can produce inaccurate results in certain circumstances. The conditions under which ICAPM and IAPT may be accurate are described; as well as why those conditions cannot, or are unlikely to, exist. The conditions under which negative interest rates may exist or are justified are also outlined. Moreover, the author explains why traditional Consumption-Savings-Investment-Production models of allocation can be inefficient, and then introduces a new model of allocation that can be applied to individuals, households and companies. Finally, the book explains why the Elasticity of Intertemporal Substitution is a flawed concept and introduces the Marginal Rate of Intertemporal Joint Substitution as a solution.

Download or read book Earnings Management Fintech Driven Incentives and Sustainable Growth written by Michael I. C. Nwogugu and published by Routledge. This book was released on 2019-11-01 with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt: Traditional research about Financial Stability and Sustainable Growth typically omits Earnings Management (as a broad class of misconduct), Complex Systems Theory, Mechanism Design Theory, Public Health, psychology issues, and the externalities and psychological effects of Fintech. Inequality, Environmental Pollution, Earnings Management opportunities, the varieties of complex Financial Instruments, Fintech, Regulatory Fragmentation, Regulatory Capture and real-financial sector-linkages are growing around the world, and these factors can have symbiotic relationships. Within Complex System theory framework, this book analyzes these foregoing issues, and introduces new behaviour theories, Enforcement Dichotomies, and critiques of models, regulations and theories in several dimensions. The issues analyzed can affect markets, and evolutions of systems, decision-making, "nternal Markets and risk-perception within government regulators, operating companies and investment entities, and thus they have Public Policy implications. The legal analysis uses applicable US case-law and statutes (which have been copied by many countries, and are similar to those of many common-law countries). Using Qualitative Reasoning, Capital Dynamics Theory (a new approach introduced in this book), Critical Theory and elements of Mechanism Design Theory, the book aims to enhance cross-disciplinary analysis of the above-mentioned issues; and to help researchers build better systems/Artificial-Intelligence/mathematical models in Financial Stability, Portfolio Management, Policy-Analysis, Asset Pricing, Contract Theory, Enforcement Theory and Fraud Detection. The primary audience for this book consists of university Professors, PHD students and PHD degree-holders (in industries, government agencies, financial services companies and research institutes). The book can be used as a primary or supplementary textbook for graduate courses in Regulation; Capital Markets; Law & Economics, International Political Economy and or Mechanism Design (Applied Math, Operations Research, Computer Science or Finance).

Download or read book Indices Index Funds And ETFs written by Michael I. C. Nwogugu and published by Springer. This book was released on 2019-03-09 with total page 696 pages. Available in PDF, EPUB and Kindle. Book excerpt: Indices, index funds and ETFs are grossly inaccurate and inefficient and affect more than €120 trillion worth of securities, debts and commodities worldwide. This book analyzes the mathematical/statistical biases, misrepresentations, recursiveness, nonlinear risk and homomorphisms inherent in equity, debt, risk-adjusted, options-based, CDS and commodity indices – and by extension, associated index funds and ETFs. The book characterizes the “Popular-Index Ecosystems,” a phenomenon that provides artificial price-support for financial instruments, and can cause systemic risk, financial instability, earnings management and inflation. The book explains why indices and strategic alliances invalidate Third-Generation Prospect Theory (PT3), related approaches and most theories of Intertemporal Asset Pricing. This book introduces three new decision models, and some new types of indices that are more efficient than existing stock/bond indices. The book explains why the Mean-Variance framework, the Put-Call Parity theorem, ICAPM/CAPM, the Sharpe Ratio, Treynor Ratio, Jensen’s Alpha, the Information Ratio, and DEA-Based Performance Measures are wrong. Leveraged/inverse ETFs and synthetic ETFs are misleading and inaccurate and non-legislative methods that reduce index arbitrage and ETF arbitrage are introduced.

Download or read book Complex Systems Multi Sided Incentives and Risk Perception in Companies written by Michael I.C. Nwogugu and published by Springer Nature. This book was released on 2019-09-06 with total page 849 pages. Available in PDF, EPUB and Kindle. Book excerpt: Most research about financial stability and sustainable growth focuses on the financial sector and macroeconomics and neglects the real sector, microeconomics and psychology issues. Real-sector and financial-sectors linkages are increasing and are a foundation of economic/social/environmental/urban sustainability, given financial crises, noise, internet, “transition economics”, disintermediation, demographics and inequality around the world. Within complex systems theory framework, this book analyses some multi-sided mechanisms and risk-perception that can have symbiotic relationships with financial stability, systemic risk and/or sustainable growth. Within the context of Regret Minimization, MN-Transferable Utility and WTAL, new theories-of-the-firm are developed that consider sustainable growth, price stability, globalization, financial stability and birth-to-death evolutions of firms. This book introduces new behaviour theories pertaining to real estate and intangibles, which can affect the evolutions of risk-taking and risk perception within organizations and investment entities. The chapters address elements of the dilemma of often divergent risk perceptions of, and risk-taking by corporate executives, regulators and investment managers.

Download or read book Geopolitical Risk Sustainability and Cross Border Spillovers in Emerging Markets Volume I written by Michael I. C. Nwogugu and published by Springer Nature. This book was released on 2021-08-30 with total page 401 pages. Available in PDF, EPUB and Kindle. Book excerpt: Economic recessions, social networks, environmental damage in several large countries (eg. China, Brazil, U.S.), the Global Financial Crisis of 2007-2015 and cross-border spillovers continue to significantly affect economic systems, financial markets, social structures and environmental compliance worldwide. These have rekindled economists’ and policy-makers’ interest in the relationships among constitutions, risk regulation, foreign aid, political systems, government size, credit expansion and sustainable growth. Risk regulation remains highly ineffective as manifested by the failures of new financial regulations and government stimulus programs that were implemented during 2007-2020 in many developed countries and emerging markets countries. This book, the first of two volumes, addresses these issues in the context of the role of constitutional economics and economic psychology as tools for national and global sustainable growth and risk management. Furthermore, this volume analyzes the often symbiotic relationship between alternative sets of legal-institutional-constitutional rules that constrain the choices and activities of economic and political agents on one hand, and sustainable growth, financial regulation and the risk management of financial institutions on the other; and reviews the effects of constitutions and legal institutions on market dynamics (real estate; fixed-income, stocks; etc.) including volatility, market depth and liquidity. This book will help researchers develop better artificial intelligence and decision-systems models of geopolitical risk, public policy and international capital flows, all of which are increasingly relevant to investment managers, boards-of-directors and government officials.

Download or read book Geopolitical Risk Sustainability and Cross Border Spillovers in Emerging Markets Volume II written by Michael I. C. Nwogugu and published by Springer Nature. This book was released on 2022-01-01 with total page 594 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many emerging market countries are bank-based economies and are increasingly affected by geopolitical risks, U.S. dollar dynamics, regulations, preferential trade agreements (PTAs), MNCs (that often function like international organizations), social networks, labor dynamics, cross-border spillovers and the inefficient expansion of formal/informal microfinance. Country risks, informal economies (that account for 20-50 percent of the national economy of many emerging market countries), investor protection, enforcement commitment, compliance costs, sustainability (environmental, social, economic and political sustainability), economic growth, political stability, financial stability, geopolitical risk, social networks, household economics, inequality and international trade outcomes can vary dramatically across many DECs and LDECs due to these phenomena. The COVID-19 pandemic has illustrated the many problems inherent in political systems, economic policy and governments’ emergency powers during pandemics/epidemics and economic/financial crisis. This second volume focuses on geopolitical risks that are intertwined with constitutional political economy and labor issues, alongside addressing some of the financial and constitutional crises that occurred in Europe, Asia and the U.S. during 2007-2020. This book provides analysis of complex systems and the preferences and reasoning of state/government and corporate actors in order to develop better artificial intelligence and decision-system models of geopolitical risk, public policy and international capital flows, all of which are increasingly important decision factors for investment managers, boards-of-directors and government officials.

Download or read book Complex Systems and Sustainability in the Global Auditing Consulting and Credit Rating Agency Industries written by Nwogugu, Michael I. C. and published by IGI Global. This book was released on 2021-05-07 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: Current and future issues in the global accounting/consulting, business opportunity, and credit rating agency (CRA) industries can have significant multiplier-effects on international trade, sustainable growth, and compliance (as physical phenomena). These three industries are among the most international and human-capital-intensive of all service industries. In these industries, analysis of business models and industry dynamics can provide insights about how human-computer interaction (HCI) and contract theory affect the evolution of financial market ecosystems and cross-border information flows, and how business models, work-allocation mechanisms, and liability allocation can evolve to manage change. An often-overlooked issue is that non-performing loans (NPLs), sustainability, and CRA efficiency can be significantly affected by business processes, corporate strategy, and HCI in industry ecosystems, multinational corporations (MNCs), and economic systems. Complex Systems and Sustainability in the Global Auditing, Consulting, and Credit Rating Agency Industries compares these three industries and introduces theories of public policy and “inter-business” processes. The book links industry structure, complex systems (including networks), behavioral game theory, structural changes, and antitrust problems to sustainability and the efficiency of pollution-remediation systems. The book introduces new “informal algorithms” and business/resource-allocation models that solve social-choice problems, and also contravene “impossibility theorems” that are at the core of modern computer science and mechanism design. This book is essential for professors and masters/PhD-level students and employees (in industry, financial services, research institutes, consulting firms, and government agencies) who are interested in industrial mathematics and theoretical computer science.

Download or read book Risk in the Global Real Estate Market written by Mike C. I. Nwogugu and published by John Wiley & Sons. This book was released on 2012-01-26 with total page 299 pages. Available in PDF, EPUB and Kindle. Book excerpt: Essential reading for professional investors, risk managers, regulators, central bankers, and real estate professionals, Risk in the Global Real Estate Market: International Risk Regulation, Mechanism Design, Foreclosures, Title Systems, and REITs takes an international look at the ways in which U.S.-style constitutional laws, financial laws, and real estate laws in various countries affect global economics and risk; and analyzes specific constraints that deter market development such as Asset Liability Matching, inappropriate financial products, land title systems, inefficient constitutions and human biases. The sub-prime mortgage crisis (that began around 2006) and the Global Financial Crisis of 2007–2010 disrupted the economies of various countries and exposed many of the psychological, social, and economic problems inherent in the legal/risk infrastructure for mortgages, land title systems, REITs, securitization, and pensions. In this remarkable new book, Michael Nwogugu explains how these processes and statutes are unconstitutional and inefficient, and how they influence demand for housing, real estate prices, retirement savings, household wealth, consumer disposable income, marriage opportunities, job markets, crime, and regional economic growth. The resulting major economic and public health problems have continued to reduce the quality-of-life of nations, and continue to cause permanent declines in wealth, increases in crime and delinquency, high divorce rates, depression, and inadequate job creation, among other problems. The book examines a range of fields—including mechanism design, psychology, risk finance, and corporate governance; and emphasizes Constitutional economics as a distinct dimension of risk analysis. Risk in the Global Real Estate Market makes a compelling case about how constitutional torts increase information asymmetry, transaction costs, agency problems, and compliance costs, as well as inefficiency in real estate transactions. These problems, the book argues, are not unique to the United States, but also affect Commonwealth countries and other nations that have developed regulations that are similar to, or are based on U.S. commercial, securities, and or constitutional laws. Risk in the Global Real Estate Market presents a novel analysis of the sub-prime crisis (that first began in 2006), the failure of securitization (CMBS/MBS) markets, the Global Financial Crisis, and socio-economic problems caused by traditional mortgages and securitization. The book reveals that many of the statutes and processes that define mortgages, foreclosures, securitization, and REITs in the United States (and many common-law countries and nations that have adopted American-style real estate regulations) are fundamentally unconstitutional and inefficient, and have lasting negative effects on consumer psychology, the demand for real estate, price discovery in property markets, economic growth, and quality of life. The book examines the nature of constitutional torts and property rights as the foundation for business transactions and economic growth within the context of risk regulation, interstate commerce, takings, and legislation. Risk in the Global Real Estate Market introduces new theories of consumer psychology and institutional dynamics in real estate transactions; presents new theories of takings, and also surveys psychology/psychiatry studies (based on data from various countries) that confirm the harmful effects of mortgages, securitization, and foreclosures. Using elements of mechanism design, Michael Nwogugu develops new efficient financial products (Mortgage-Alternatives products), and presents a policy framework for a unified “Mortgage-Alternatives” market for the CEE/CIS region and China. He also explains why Asset Liability Matching hinders lending, capital formation and risk management, especially in developing countries.

Download or read book Geopolitical Risk Sustainability and Cross Border Spillovers in Emerging Markets Volume I written by Michael I. C. Nwogugu and published by . This book was released on 2021 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Economic recessions, environmental damage in several large countries (eg. China, Brazil, U.S., etc.), the Global Financial Crisis of 2007-2015, the COVID-19 Pandemic, cross-border spillovers and the failures of risk-regulation/government-stimulus programs (enacted during 2007-2020) have significantly affected economic systems, financial markets, social networks and environmental compliance worldwide, especially in emerging markets. The foregoing raises significant economic psychology and policy-making questions about the causes and measurement of cross-border spillovers (from developed countries to emerging markets), and evolving relationships among cross-border spillovers, legal/regulatory institutions, foreign aid, political systems, government size, social-welfare, fintech-platforms, asset-market dynamics (volatility, market-depth, liquidity, pension/retirement, remittances, business/consumer confidence; etc.) and sustainable growth. This book is the first of two volumes, re-defines geopolitical risk and addresses these issues in the context of the role of constitutional economics and economic psychology (especially households and companies) as tools for global sustainable growth and risk management. This book can help researchers develop better Artificial Intelligence, Complex Systems and decision-theory models of geopolitical risk, public policy, asset-pricing, global corporate strategy and international capital flows, all of which are increasingly relevant to investment managers, corporate executives, boards-of-directors and government officials. Michael I. C. Nwogugu is an author, serial entrepreneur and consultant who has held senior management, Board of Director and Advisory Board Member positions in companies in the U.S., Europe, Asia and Africa. Mr. Nwogugu wrote the following books: Risk In the Global Real Estate Market (2012); Illegal File-sharing Networks, Digital Goods Pricing And Decision Analysis (2016); Anomalies In Net Present Value, Returns And Polynomials; And Regret Theory In Decision-Making (2017); Indices, Index Funds And ETFs - Exploring HCI, Nonlinear Risk And Homomorphisms (2019); Complex Systems, Multi-Sided Incentives And Risk Perception In Organizations (2019); and Earnings Management, Fintech-Driven Incentives and Sustainable Growth: On Complex Systems, Legal and Mechanism Design Factors (2020). Mr. Nwogugu's research articles have been cited in more than twenty top science journals. Mr. Nwogugu earned degrees from the University of Nigeria (Nigeria); City College Of New York (USA); and Columbia University (New York City, USA).

Download or read book Geopolitical Risk Sustainability and Cross Border Spillovers in Emerging Markets Volume II written by Michael I. C. Nwogugu and published by . This book was released on 2021 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many emerging market countries are increasingly affected by their "informal economies", geopolitical risks, U.S. dollar dynamics, legal/regulatory institutions, preferential trade agreements (PTAs), social networks, international labor dynamics, cross-border spillovers (from developed countries to emerging markets; including Regulatory Spillovers), constitutional political economy crises (such as those that occurred in Europe, Asia, Africa and the U.S. during 2007-2020, including the COVID-19 pandemic) and inefficient microfinance. Due to these phenomena, enforcement commitment, compliance costs, sustainable growth, quality-of-life, political stability, financial stability, household economics, inequality and international trade outcomes can vary drastically across emerging markets countries. The COVID-19 pandemic has exposed many problems inherent in political systems, economic policy, Sustainability Policy, Social Welfare systems and governments' emergency powers during pandemics/epidemics and economic/financial crisis. These foregoing issues are the geopolitical risk context of this second volume. This book also introduces complex systems theories of the "Beliefs" of government and corporate actors. Thus, this book can help researchers to develop better Artificial Intelligence, Complex Systems and decision-theory models of geopolitical risk, public policy, asset-pricing, corporate strategy, labor markets and international capital flows, all of which can be critical decision factors for investment managers, corporate executives and government officials. Michael I. C. Nwogugu is an author, serial entrepreneur and consultant who has held senior management, Board of Director and Advisory Board Member positions in companies in the U.S., Barbados, France, India and Nigeria. Mr. Nwogugu has written eight books: Risk In the Global Real Estate Market (2012); Illegal File-sharing Networks, Digital Goods Pricing And Decision Analysis (2016); Anomalies In Net Present Value, Returns And Polynomials; And Regret Theory In Decision-Making (2017); Indices, Index Funds And ETFs - Exploring HCI, Nonlinear Risk And Homomorphisms (2019); Complex Systems, Multi-Sided Incentives And Risk Perception In Organizations (2019); Earnings Management, Fintech-Driven Incentives and Sustainable Growth: On Complex Systems, Legal and Mechanism Design Factors (2020) and Complex Systems and Sustainability in the Global Auditing, Consulting, and Credit Rating Agency Industries (2021). Mr. Nwogugu's research articles have been cited in more than 20 top science journals. Mr. Nwogugu earned degrees from the University of Nigeria (Nigeria); City College of New York (USA); and Columbia University's Graduate Business School (USA). .

Download or read book How I Became a Quant written by Richard R. Lindsey and published by John Wiley & Sons. This book was released on 2011-01-11 with total page 406 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for How I Became a Quant "Led by two top-notch quants, Richard R. Lindsey and Barry Schachter, How I Became a Quant details the quirky world of quantitative analysis through stories told by some of today's most successful quants. For anyone who might have thought otherwise, there are engaging personalities behind all that number crunching!" --Ira Kawaller, Kawaller & Co. and the Kawaller Fund "A fun and fascinating read. This book tells the story of how academics, physicists, mathematicians, and other scientists became professional investors managing billions." --David A. Krell, President and CEO, International Securities Exchange "How I Became a Quant should be must reading for all students with a quantitative aptitude. It provides fascinating examples of the dynamic career opportunities potentially open to anyone with the skills and passion for quantitative analysis." --Roy D. Henriksson, Chief Investment Officer, Advanced Portfolio Management "Quants"--those who design and implement mathematical models for the pricing of derivatives, assessment of risk, or prediction of market movements--are the backbone of today's investment industry. As the greater volatility of current financial markets has driven investors to seek shelter from increasing uncertainty, the quant revolution has given people the opportunity to avoid unwanted financial risk by literally trading it away, or more specifically, paying someone else to take on the unwanted risk. How I Became a Quant reveals the faces behind the quant revolution, offering you?the?chance to learn firsthand what it's like to be a?quant today. In this fascinating collection of Wall Street war stories, more than two dozen quants detail their roots, roles, and contributions, explaining what they do and how they do it, as well as outlining the sometimes unexpected paths they have followed from the halls of academia to the front lines of an investment revolution.

Download or read book Handbook of Portfolio Construction written by John B. Guerard, Jr. and published by Springer Science & Business Media. This book was released on 2009-12-12 with total page 796 pages. Available in PDF, EPUB and Kindle. Book excerpt: Portfolio construction is fundamental to the investment management process. In the 1950s, Harry Markowitz demonstrated the benefits of efficient diversification by formulating a mathematical program for generating the "efficient frontier" to summarize optimal trade-offs between expected return and risk. The Markowitz framework continues to be used as a basis for both practical portfolio construction and emerging research in financial economics. Such concepts as the Capital Asset Pricing Model (CAPM) and the Arbitrage Pricing Theory (APT), for example, provide the foundation for setting benchmarks, for predicting returns and risk, and for performance measurement. This volume showcases original essays by some of today’s most prominent academics and practitioners in the field on the contemporary application of Markowitz techniques. Covering a wide spectrum of topics, including portfolio selection, data mining tests, and multi-factor risk models, the book presents a comprehensive approach to portfolio construction tools, models, frameworks, and analyses, with both practical and theoretical implications.

Download or read book Bounded Rationality written by Sanjit Dhami and published by MIT Press. This book was released on 2022-07-12 with total page 553 pages. Available in PDF, EPUB and Kindle. Book excerpt: Two leaders in the field explore the foundations of bounded rationality and its effects on choices by individuals, firms, and the government. Bounded rationality recognizes that human behavior departs from the perfect rationality assumed by neoclassical economics. In this book, Sanjit Dhami and Cass R. Sunstein explore the foundations of bounded rationality and consider the implications of this approach for public policy and law, in particular for questions about choice, welfare, and freedom. The authors, both recognized as experts in the field, cover a wide range of empirical findings and assess theoretical work that attempts to explain those findings. Their presentation is comprehensive, coherent, and lucid, with even the most technical material explained accessibly. They not only offer observations and commentary on the existing literature but also explore new insights, ideas, and connections. After examining the traditional neoclassical framework, which they refer to as the Bayesian rationality approach (BRA), and its empirical issues, Dhami and Sunstein offer a detailed account of bounded rationality and how it can be incorporated into the social and behavioral sciences. They also discuss a set of models of heuristics-based choice and the philosophical foundations of behavioral economics. Finally, they examine libertarian paternalism and its strategies of “nudges.”

Download or read book Principles of Uncertainty written by Joseph B. Kadane and published by CRC Press. This book was released on 2020-11-25 with total page 525 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for the first edition: Principles of Uncertainty is a profound and mesmerising book on the foundations and principles of subjectivist or behaviouristic Bayesian analysis. ... the book is a pleasure to read. And highly recommended for teaching as it can be used at many different levels. ... A must-read for sure!—Christian Robert, CHANCE It's a lovely book, one that I hope will be widely adopted as a course textbook. —Michael Jordan, University of California, Berkeley, USA Like the prize-winning first edition, Principles of Uncertainty, Second Edition is an accessible, comprehensive text on the theory of Bayesian Statistics written in an appealing, inviting style, and packed with interesting examples. It presents an introduction to the subjective Bayesian approach which has played a pivotal role in game theory, economics, and the recent boom in Markov Chain Monte Carlo methods. This new edition has been updated throughout and features new material on Nonparametric Bayesian Methods, the Dirichlet distribution, a simple proof of the central limit theorem, and new problems. Key Features: First edition won the 2011 DeGroot Prize Well-written introduction to theory of Bayesian statistics Each of the introductory chapters begins by introducing one new concept or assumption Uses "just-in-time mathematics"—the introduction to mathematical ideas just before they are applied

Download or read book Machine Learning in Finance written by Matthew F. Dixon and published by Springer Nature. This book was released on 2020-07-01 with total page 565 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces machine learning methods in finance. It presents a unified treatment of machine learning and various statistical and computational disciplines in quantitative finance, such as financial econometrics and discrete time stochastic control, with an emphasis on how theory and hypothesis tests inform the choice of algorithm for financial data modeling and decision making. With the trend towards increasing computational resources and larger datasets, machine learning has grown into an important skillset for the finance industry. This book is written for advanced graduate students and academics in financial econometrics, mathematical finance and applied statistics, in addition to quants and data scientists in the field of quantitative finance. Machine Learning in Finance: From Theory to Practice is divided into three parts, each part covering theory and applications. The first presents supervised learning for cross-sectional data from both a Bayesian and frequentist perspective. The more advanced material places a firm emphasis on neural networks, including deep learning, as well as Gaussian processes, with examples in investment management and derivative modeling. The second part presents supervised learning for time series data, arguably the most common data type used in finance with examples in trading, stochastic volatility and fixed income modeling. Finally, the third part presents reinforcement learning and its applications in trading, investment and wealth management. Python code examples are provided to support the readers' understanding of the methodologies and applications. The book also includes more than 80 mathematical and programming exercises, with worked solutions available to instructors. As a bridge to research in this emergent field, the final chapter presents the frontiers of machine learning in finance from a researcher's perspective, highlighting how many well-known concepts in statistical physics are likely to emerge as important methodologies for machine learning in finance.

Download or read book Recent Econometric Techniques for Macroeconomic and Financial Data written by Gilles Dufrénot and published by Springer Nature. This book was released on 2020-11-21 with total page 387 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book provides a comprehensive overview of the latest econometric methods for studying the dynamics of macroeconomic and financial time series. It examines alternative methodological approaches and concepts, including quantile spectra and co-spectra, and explores topics such as non-linear and non-stationary behavior, stochastic volatility models, and the econometrics of commodity markets and globalization. Furthermore, it demonstrates the application of recent techniques in various fields: in the frequency domain, in the analysis of persistent dynamics, in the estimation of state space models and new classes of volatility models. The book is divided into two parts: The first part applies econometrics to the field of macroeconomics, discussing trend/cycle decomposition, growth analysis, monetary policy and international trade. The second part applies econometrics to a wide range of topics in financial economics, including price dynamics in equity, commodity and foreign exchange markets and portfolio analysis. The book is essential reading for scholars, students, and practitioners in government and financial institutions interested in applying recent econometric time series methods to financial and economic data.

Download or read book Knowledge in Risk Assessment and Management written by Terje Aven and published by John Wiley & Sons. This book was released on 2018-02-20 with total page 359 pages. Available in PDF, EPUB and Kindle. Book excerpt: Exciting new developments in risk assessment and management Risk assessment and management is fundamentally founded on the knowledge available on the system or process under consideration. While this may be self-evident to the laymen, thought leaders within the risk community have come to recognize and emphasize the need to explicitly incorporate knowledge (K) in a systematic, rigorous, and transparent framework for describing and modeling risk. Featuring contributions by an international team of researchers and respected practitioners in the field, this book explores the latest developments in the ongoing effort to use risk assessment as a means for characterizing knowledge and/or lack of knowledge about a system or process of interest. By offering a fresh perspective on risk assessment and management, the book represents a significant contribution to the development of a sturdier foundation for the practice of risk assessment and for risk-informed decision making. How should K be described and evaluated in risk assessment? How can it be reflected and taken into account in formulating risk management strategies? With the help of numerous case studies and real-world examples, this book answers these and other critical questions at the heart of modern risk assessment, while identifying many practical challenges associated with this explicit framework. This book, written by international scholars and leaders in the field, and edited to make coverage both conceptually advanced and highly accessible: Offers a systematic, rigorous and transparent perspective and framework on risk assessment and management, explicitly strengthening the links between knowledge and risk Clearly and concisely introduces the key risk concepts at the foundation of risk assessment and management Features numerous cases and real-world examples, many of which focused on various engineering applications across an array of industries Knowledge of Risk Assessment and Management is a must-read for risk assessment and management professionals, as well as graduate students, researchers and educators in the field. It is also of interest to policy makers and business people who are eager to gain a better understanding of the foundations and boundaries of risk assessment, and how its outcomes should be used for decision-making.