Download or read book Big Data Science in Finance written by Irene Aldridge and published by John Wiley & Sons. This book was released on 2021-01-08 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explains the mathematics, theory, and methods of Big Data as applied to finance and investing Data science has fundamentally changed Wall Street—applied mathematics and software code are increasingly driving finance and investment-decision tools. Big Data Science in Finance examines the mathematics, theory, and practical use of the revolutionary techniques that are transforming the industry. Designed for mathematically-advanced students and discerning financial practitioners alike, this energizing book presents new, cutting-edge content based on world-class research taught in the leading Financial Mathematics and Engineering programs in the world. Marco Avellaneda, a leader in quantitative finance, and quantitative methodology author Irene Aldridge help readers harness the power of Big Data. Comprehensive in scope, this book offers in-depth instruction on how to separate signal from noise, how to deal with missing data values, and how to utilize Big Data techniques in decision-making. Key topics include data clustering, data storage optimization, Big Data dynamics, Monte Carlo methods and their applications in Big Data analysis, and more. This valuable book: Provides a complete account of Big Data that includes proofs, step-by-step applications, and code samples Explains the difference between Principal Component Analysis (PCA) and Singular Value Decomposition (SVD) Covers vital topics in the field in a clear, straightforward manner Compares, contrasts, and discusses Big Data and Small Data Includes Cornell University-tested educational materials such as lesson plans, end-of-chapter questions, and downloadable lecture slides Big Data Science in Finance: Mathematics and Applications is an important, up-to-date resource for students in economics, econometrics, finance, applied mathematics, industrial engineering, and business courses, and for investment managers, quantitative traders, risk and portfolio managers, and other financial practitioners.
Download or read book The Physics of Finance written by James Owen Weatherall and published by Short Books. This book was released on 2013 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: A book which reveals the people and ideas on the cusp of a new era in finance.
Download or read book The Making of Finance written by Isabelle Chambost and published by Routledge. This book was released on 2018-09-26 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using a variety of theoretical frameworks drawn from the social sciences, the contributions in this edited collection offer a critical perspective on the dominant paradigms used in contemporary financial activities. Through a detailed study of the organisation and functioning of financial intermediaries and institutions, the contributors to this volume analyse ‘finance in the making’, by shedding light on the structuring of banking and financial systems, on their capacity to prescribe action and control, on their modes of regulation and, more generally, on the process of financialisation. Contributions presented in this volume have been written by authors working within the ‘social studies of finance’ tradition, a research programme that emerged twenty years ago, with the aim of addressing a diversity of financial fieldworks and related theoretical questions. This book, therefore, sheds light on different areas that are representative of contemporary financial realities. Specifically, it first studies the work of financial employees: traders, salespeople, investment managers, financial analysts, investment consultants, etc. but also provides an analysis of a range of financial instruments: financial schemes and contracts, financial derivatives, socially responsible investment funds, as well as market rules and regulations. Finally, it puts into perspective the organisations contributing to this financial reality: those developing and selling financial services (retail banks, brokerage houses, asset management firms, private equity firms, etc.), and also those contributing to the regulation of such activities (banking regulators, financial market authorities, credit rating agencies, the State, to name a few). Each text can be read without any specific knowledge of finance; the book is thus addressed to anyone willing to better understand the intricacies of contemporary financial realities.
Download or read book Machine Learning and Data Science Blueprints for Finance written by Hariom Tatsat and published by "O'Reilly Media, Inc.". This book was released on 2020-10-01 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the next few decades, machine learning and data science will transform the finance industry. With this practical book, analysts, traders, researchers, and developers will learn how to build machine learning algorithms crucial to the industry. You’ll examine ML concepts and over 20 case studies in supervised, unsupervised, and reinforcement learning, along with natural language processing (NLP). Ideal for professionals working at hedge funds, investment and retail banks, and fintech firms, this book also delves deep into portfolio management, algorithmic trading, derivative pricing, fraud detection, asset price prediction, sentiment analysis, and chatbot development. You’ll explore real-life problems faced by practitioners and learn scientifically sound solutions supported by code and examples. This book covers: Supervised learning regression-based models for trading strategies, derivative pricing, and portfolio management Supervised learning classification-based models for credit default risk prediction, fraud detection, and trading strategies Dimensionality reduction techniques with case studies in portfolio management, trading strategy, and yield curve construction Algorithms and clustering techniques for finding similar objects, with case studies in trading strategies and portfolio management Reinforcement learning models and techniques used for building trading strategies, derivatives hedging, and portfolio management NLP techniques using Python libraries such as NLTK and scikit-learn for transforming text into meaningful representations
Download or read book The Necessity of Finance written by Anthony M. Criniti (IV.) and published by . This book was released on 2013-02-10 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Necessity of Finance: An Overview of the Science of Management of Wealth for an Individual, a Group, or an Organization seeks to provide a comprehensive and concise orientation for those seeking a more understandable presentation of the complex nature of finance. Using everyday terms and readily grasped concepts, Dr. Anthony M. Criniti IV, a former financial consultant and current university-level finance professor, sets out to detail the necessity of finance; to clarify the definition, purpose, and goals of both finance and economics; to explore financial concepts in a straightforward manner; and to stimulate interest and understanding that will lead to ongoing investigation.Finance, although highly interrelated with many subjects, is a separate field of study that is often confused with other areas, most notably economics. With world wealth accumulating to its highest point in history, the necessity to understand this subject on its own terms is more crucial than ever. The Necessity of Finance highlights the need to engage with finance as a separate science, clears up the confusion with related subjects, and coins the word "financialists" to identify the scientists in this dynamic field.Starting with a discussion about the need for finance, and moving forward to establish the definition, purpose, goals, and history of both finance and economics, presenting in the process the basic terminology necessary to understand these subjects, The Necessity of Finance will equip the beginner to intermediate level financial student with vital information and a clear approach for continued study. In addition, its unique perspective will be of value to the advanced student and the practitioner. Finance is not an easy subject for the average student. While The Necessity of Finance does not replace the need for required college textbooks, it will serve as an indispensible supplemental learning tool that may clarify expectations of future financial journeys, whether it's learning in a university or actively investing in the marketplace. In this extremely useful overview, Dr. Criniti demonstrates that finance is a very promising science that will benefit those who commit themselves to its study and practice.
Download or read book Finance written by R.A. Jarrow and published by Elsevier. This book was released on 1995-12-15 with total page 1204 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hardbound. The Handbook of Finance is a primary reference work for financial economics and financial modeling students, faculty and practitioners. The expository treatments are suitable for masters and PhD students, with discussions leading from first principles to current research, with reference to important research works in the area. The Handbook is intended to be a synopsis of the current state of various aspects of the theory of financial economics and its application to important financial problems. The coverage consists of thirty-three chapters written by leading experts in the field. The contributions are in two broad categories: capital markets and corporate finance.
Download or read book Behavioral Finance for Private Banking written by Kremena K. Bachmann and published by John Wiley & Sons. This book was released on 2018-06-06 with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt: An essential framework for wealth management using behavioral finance Behavioral Finance for Private Banking provides a complete framework for wealth management tailored to the unique needs of each client. Merging behavioral finance with private banking, this framework helps you gain a greater understanding of your client’s wants, needs, and perspectives to streamline the decision making process. Beginning with the theoretical foundations of investment decision making and behavioral biases, the discussion delves into cultural differences in global business and asset allocation over the life cycle of the investment to help you construct a wealth management strategy catered to each individual’s needs. This new second edition has been updated to include coverage of fintech and neurofinance, an extension of behavioral finance that is beginning to gain traction in the private banking space. Working closely with clients entails deep interpersonal give and take. To be successful, private banking professionals must be as well-versed in behavioral psychology as they are in finance; this intersection is the heart of behavioral finance, and this book provides essential knowledge that can help you better serve your clients’ needs. Understand the internal dialogue at work when investment decisions are made Overcome the most common behavioral biases—and watch for your own Learn how fintech and neurofinance impact all aspects of private banking Set up a structured wealth management process that places the client’s needs front and center Private banking clients demand more than just financial expertise. They want an advisor who truly understands their needs, and can develop and execute the kind of strategy that will help them achieve their goals. Behavioral Finance for Private Banking provides a complete framework alongside insightful discussion to help you become the solution your clients seek.
Download or read book Finance and the Good Society written by Robert J. Shiller and published by Princeton University Press. This book was released on 2013-04-21 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nobel Prize-winning economist explains why we need to reclaim finance for the common good The reputation of the financial industry could hardly be worse than it is today in the painful aftermath of the 2008 financial crisis. New York Times best-selling economist Robert Shiller is no apologist for the sins of finance—he is probably the only person to have predicted both the stock market bubble of 2000 and the real estate bubble that led up to the subprime mortgage meltdown. But in this important and timely book, Shiller argues that, rather than condemning finance, we need to reclaim it for the common good. He makes a powerful case for recognizing that finance, far from being a parasite on society, is one of the most powerful tools we have for solving our common problems and increasing the general well-being. We need more financial innovation—not less—and finance should play a larger role in helping society achieve its goals. Challenging the public and its leaders to rethink finance and its role in society, Shiller argues that finance should be defined not merely as the manipulation of money or the management of risk but as the stewardship of society's assets. He explains how people in financial careers—from CEO, investment manager, and banker to insurer, lawyer, and regulator—can and do manage, protect, and increase these assets. He describes how finance has historically contributed to the good of society through inventions such as insurance, mortgages, savings accounts, and pensions, and argues that we need to envision new ways to rechannel financial creativity to benefit society as a whole. Ultimately, Shiller shows how society can once again harness the power of finance for the greater good.
Download or read book Data Science for Economics and Finance written by Sergio Consoli and published by Springer Nature. This book was released on 2021 with total page 357 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book covers the use of data science, including advanced machine learning, big data analytics, Semantic Web technologies, natural language processing, social media analysis, time series analysis, among others, for applications in economics and finance. In addition, it shows some successful applications of advanced data science solutions used to extract new knowledge from data in order to improve economic forecasting models. The book starts with an introduction on the use of data science technologies in economics and finance and is followed by thirteen chapters showing success stories of the application of specific data science methodologies, touching on particular topics related to novel big data sources and technologies for economic analysis (e.g. social media and news); big data models leveraging on supervised/unsupervised (deep) machine learning; natural language processing to build economic and financial indicators; and forecasting and nowcasting of economic variables through time series analysis. This book is relevant to all stakeholders involved in digital and data-intensive research in economics and finance, helping them to understand the main opportunities and challenges, become familiar with the latest methodological findings, and learn how to use and evaluate the performances of novel tools and frameworks. It primarily targets data scientists and business analysts exploiting data science technologies, and it will also be a useful resource to research students in disciplines and courses related to these topics. Overall, readers will learn modern and effective data science solutions to create tangible innovations for economic and financial applications.
Download or read book Investing in the Modern Age written by Rachel Ziemba and published by World Scientific. This book was released on 2013 with total page 586 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses many key topics in investment and risk management, the global economic situation and the shift in global investment strategies. It was largely written during the period of 2007-12, one of the most tumultuous times in global financial markets which called into question not only tenets of economic forecasting and also asset allocation and return strategies. It contains studies of how investors lose money in derivative markets, examples of those who did not and how these disasters could have been prevented. The authors draw some conclusions on the impact of the structural shifts currently underway in the global economy as well as how cyclical trends will affect these industries, the globe and key sectors. The authors zoom in on key growth areas, including emerging markets, their interlinkages and financial trends. The book also covers risk arbitrage and mean reversion strategies in financial and sports betting markets, plus incentives, volatility aspects, risk taking and investments strategies used by hedge funds and university endowments. Topics such as stock market crash predictions, asset liability planning models, various players in financial markets and the evaluation of the greatest investors are also discussed. The book presents tools and case studies of real applications for analyzing a wide variety of investment returns and better assessing the risks which many investors have preferred to ignore in the search of returns. Many security market regularities or anomalies are discussed including political party and January effects as is the process of building scenarios and using Kelly and fractional Kelly strategies to optimize returns.
Download or read book Robert C Merton and the Science of Finance a Collection written by Luis Garcia-Feijóo and published by . This book was released on 2020 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Entrepreneurial Finance written by Luisa Alemany and published by Cambridge University Press. This book was released on 2018-09-27 with total page 647 pages. Available in PDF, EPUB and Kindle. Book excerpt: Timely, practical, comprehensive manual for financing entrepreneurial ventures, with a strong European perspective.
Download or read book Handbook of Research on Energy and Environmental Finance 4 0 written by Rafay, Abdul and published by IGI Global. This book was released on 2022-02-18 with total page 545 pages. Available in PDF, EPUB and Kindle. Book excerpt: Energy and environmental finance (EEF) is an emerging global phenomenon. During the last few decades, many countries started monitoring EEF practices. Major components of these practices include costs, fraud, scandals, and more. Among several problems, the most prevalent is the lack of awareness about the issues of EEF among various stakeholders. The Handbook of Research on Energy and Environmental Finance 4.0 is an international reference that provides understanding and lessons learned in all aspects of EEF in individual, organizational, and societal experiences. This book examines research in the shape of experience, implementation, and application. Covering topics such as clean power, energy poverty, and environmental degradation, this book is a dynamic resource for academicians, researchers, professionals who work within the domains of EEF, EEF regulators, scholars of EEF, managers involved in EEF organizations, law practitioners involved in EEF regulations, auditors involved in audit and control systems of EEF, university professors, and students pursuing studies and research in EEF.
Download or read book Physics and Finance written by Volker Ziemann and published by Springer Nature. This book was released on 2021-01-18 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces physics students to concepts and methods of finance. Despite being perceived as quite distant from physics, finance shares a number of common methods and ideas, usually related to noise and uncertainties. Juxtaposing the key methods to applications in both physics and finance articulates both differences and common features, this gives students a deeper understanding of the underlying ideas. Moreover, they acquire a number of useful mathematical and computational tools, such as stochastic differential equations, path integrals, Monte-Carlo methods, and basic cryptology. Each chapter ends with a set of carefully designed exercises enabling readers to test their comprehension.
Download or read book Methods and Finance written by Emiliano Ippoliti and published by Springer. This book was released on 2016-12-23 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book offers an interdisciplinary perspective on finance, with a special focus on stock markets. It presents new methodologies for analyzing stock markets’ behavior and discusses theories and methods of finance from different angles, such as the mathematical, physical and philosophical ones. The book, which aims at philosophers and economists alike, represents a rare yet important attempt to unify the externalist with the internalist conceptions of finance.
Download or read book The Science of Finance written by Henry Carter Adams and published by . This book was released on 1898 with total page 604 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book The Science of Finance written by Gustav Cohn and published by . This book was released on 1895 with total page 824 pages. Available in PDF, EPUB and Kindle. Book excerpt:
