Observability In Finance

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Observability in Finance

Author : Brindha Priyadarshini Jeyaraman
Publisher : BPB Publications
ISBN 13 : 935551977X
Total Pages : 458 pages
Book Rating : 4.3/5 (555 download)

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Book Synopsis Observability in Finance by : Brindha Priyadarshini Jeyaraman

Download or read book Observability in Finance written by Brindha Priyadarshini Jeyaraman and published by BPB Publications. This book was released on 2024-06-25 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: Observe, optimize, and transform in finance KEY FEATURES ● Learn observability basics in finance. ● Monitor financial data with logs and alerts and improve data security. ● Identify the key metrics for financial oversight. ● Use new tech for financial observability. DESCRIPTION This book explains the role of observability in the finance sector, showing how new technologies can help monitor and manage financial systems more effectively. It outlines the use of real-time data monitoring, Machine Learning, and cloud computing to enhance the efficiency of financial operations and ensure they meet regulatory standards. The chapters guide you through the process of setting up systems to track financial activities accurately, analyze market trends, and predict future challenges to keep operations secure and competitive. It offers clear explanations of how these technologies can help finance professionals make better decisions and manage risks proactively. Designed for finance professionals looking to update their technical skills, this book provides practical guidance on adopting modern observability tools and practices. It will help you understand how to apply these technologies to increase transparency and strengthen the resilience of financial operations in a constantly evolving industry. WHAT YOU WILL LEARN ● Implement effective data monitoring strategies in finance. ● Use Machine Learning to enhance financial risk assessment. ● Develop robust compliance frameworks using observability tools. ● Apply real-time analytics for quicker financial decision-making. ● Integrate predictive analytics for forward-looking financial insights. ● Understand and deploy distributed tracing for financial operations. WHO THIS BOOK IS FOR This book is ideal for financial professionals seeking to deepen their understanding of observability. It is also suitable for IT specialists in finance who wish to advance their skills in modern observability tools and practices. TABLE OF CONTENTS 1. Introduction 2. The Fundamentals of Observability 3. Monitoring and Logging for Financial Data 4. Tracing and Correlation in Finance 5. Metrics and Key Performance Indicators for Finance 6. Real-time Monitoring and Alerting in Finance 7. Observability for Algorithmic Trading and Market Data 8. Compliance and Regulatory Considerations 9. Advanced Techniques: Machine Learning and Predictive Analytics 10. Organizational Culture and Collaboration 11. Case Studies and Best Practices Observability 12. The Future of Observability in Finance 13. The Horizon of Financial Observability

Foundations of Reinforcement Learning with Applications in Finance

Author : Ashwin Rao
Publisher : CRC Press
ISBN 13 : 1000801055
Total Pages : 522 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis Foundations of Reinforcement Learning with Applications in Finance by : Ashwin Rao

Download or read book Foundations of Reinforcement Learning with Applications in Finance written by Ashwin Rao and published by CRC Press. This book was released on 2022-12-16 with total page 522 pages. Available in PDF, EPUB and Kindle. Book excerpt: Foundations of Reinforcement Learning with Applications in Finance aims to demystify Reinforcement Learning, and to make it a practically useful tool for those studying and working in applied areas — especially finance. Reinforcement Learning is emerging as a powerful technique for solving a variety of complex problems across industries that involve Sequential Optimal Decisioning under Uncertainty. Its penetration in high-profile problems like self-driving cars, robotics, and strategy games points to a future where Reinforcement Learning algorithms will have decisioning abilities far superior to humans. But when it comes getting educated in this area, there seems to be a reluctance to jump right in, because Reinforcement Learning appears to have acquired a reputation for being mysterious and technically challenging. This book strives to impart a lucid and insightful understanding of the topic by emphasizing the foundational mathematics and implementing models and algorithms in well-designed Python code, along with robust coverage of several financial trading problems that can be solved with Reinforcement Learning. This book has been created after years of iterative experimentation on the pedagogy of these topics while being taught to university students as well as industry practitioners. Features Focus on the foundational theory underpinning Reinforcement Learning and software design of the corresponding models and algorithms Suitable as a primary text for courses in Reinforcement Learning, but also as supplementary reading for applied/financial mathematics, programming, and other related courses Suitable for a professional audience of quantitative analysts or data scientists Blends theory/mathematics, programming/algorithms and real-world financial nuances while always striving to maintain simplicity and to build intuitive understanding To access the code base for this book, please go to: https://github.com/TikhonJelvis/RL-book.

Finance, Accounting and Law in the Digital Age

Author : Nadia Mansour
Publisher : Springer Nature
ISBN 13 : 303127296X
Total Pages : 799 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Finance, Accounting and Law in the Digital Age by : Nadia Mansour

Download or read book Finance, Accounting and Law in the Digital Age written by Nadia Mansour and published by Springer Nature. This book was released on 2023-07-11 with total page 799 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on understanding Innovation in the Financial Services Sector. The collection of contributions gathered in the book highlights the importance of technology contexts that pertain to Finance, accounting, and the law arena. The respective chapters address topics such as Economic development, social entrepreneurship, Online Behaviour, Digital entrepreneurship, and Islamic banks. All contributions are based on the latest empirical and theoretical research and provide key findings and concrete recommendations for scholars, entrepreneurs, organizations, and policymakers.

Mathematical Control Theory and Finance

Author : Andrey Sarychev
Publisher : Springer Science & Business Media
ISBN 13 : 354069532X
Total Pages : 418 pages
Book Rating : 4.5/5 (46 download)

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Book Synopsis Mathematical Control Theory and Finance by : Andrey Sarychev

Download or read book Mathematical Control Theory and Finance written by Andrey Sarychev and published by Springer Science & Business Media. This book was released on 2009-03-31 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: Control theory provides a large set of theoretical and computational tools with applications in a wide range of ?elds, running from ”pure” branches of mathematics, like geometry, to more applied areas where the objective is to ?nd solutions to ”real life” problems, as is the case in robotics, control of industrial processes or ?nance. The ”high tech” character of modern business has increased the need for advanced methods. These rely heavily on mathematical techniques and seem indispensable for competitiveness of modern enterprises. It became essential for the ?nancial analyst to possess a high level of mathematical skills. C- versely, the complex challenges posed by the problems and models relevant to ?nance have, for a long time, been an important source of new research topics for mathematicians. The use of techniques from stochastic optimal control constitutes a well established and important branch of mathematical ?nance. Up to now, other branches of control theory have found comparatively less application in ?n- cial problems. To some extent, deterministic and stochastic control theories developed as di?erent branches of mathematics. However, there are many points of contact between them and in recent years the exchange of ideas between these ?elds has intensi?ed. Some concepts from stochastic calculus (e.g., rough paths) havedrawntheattentionofthedeterministiccontroltheorycommunity.Also, some ideas and tools usual in deterministic control (e.g., geometric, algebraic or functional-analytic methods) can be successfully applied to stochastic c- trol.

Mathematical Systems Theory in Biology, Communications, Computation and Finance

Author : Joachim Rosenthal
Publisher : Springer Science & Business Media
ISBN 13 : 0387216960
Total Pages : 508 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis Mathematical Systems Theory in Biology, Communications, Computation and Finance by : Joachim Rosenthal

Download or read book Mathematical Systems Theory in Biology, Communications, Computation and Finance written by Joachim Rosenthal and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 508 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains survey and research articles by some of the leading researchers in mathematical systems theory - a vibrant research area in its own right. Many authors have taken special care that their articles are self-contained and accessible also to non-specialists.

Modelling and Forecasting Financial Data

Author : Abdol S. Soofi
Publisher : Springer Science & Business Media
ISBN 13 : 1461509319
Total Pages : 496 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Modelling and Forecasting Financial Data by : Abdol S. Soofi

Download or read book Modelling and Forecasting Financial Data written by Abdol S. Soofi and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modelling and Forecasting Financial Data brings together a coherent and accessible set of chapters on recent research results on this topic. To make such methods readily useful in practice, the contributors to this volume have agreed to make available to readers upon request all computer programs used to implement the methods discussed in their respective chapters. Modelling and Forecasting Financial Data is a valuable resource for researchers and graduate students studying complex systems in finance, biology, and physics, as well as those applying such methods to nonlinear time series analysis and signal processing.

Three Essays in International Macroeconomics and Finance

Author : Enrique Martinez-Garcia
Publisher :
ISBN 13 :
Total Pages : 198 pages
Book Rating : 4.:/5 (89 download)

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Book Synopsis Three Essays in International Macroeconomics and Finance by : Enrique Martinez-Garcia

Download or read book Three Essays in International Macroeconomics and Finance written by Enrique Martinez-Garcia and published by . This book was released on 2007 with total page 198 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Cloud Native DevOps with Kubernetes

Author : Justin Domingus
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1098116798
Total Pages : 356 pages
Book Rating : 4.0/5 (981 download)

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Book Synopsis Cloud Native DevOps with Kubernetes by : Justin Domingus

Download or read book Cloud Native DevOps with Kubernetes written by Justin Domingus and published by "O'Reilly Media, Inc.". This book was released on 2022-03-16 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: Kubernetes has become the operating system of today's cloud native world, providing a reliable and scalable platform for running containerized workloads. In this friendly, pragmatic book, cloud experts Justin Domingus and John Arundel show you what Kubernetes can do-and what you can do with it. This updated second edition guides you through the growing Kubernetes ecosystem and provides practical solutions to everyday problems with software tools currently in use. You'll walk through an example containerized application running in Kubernetes step-by-step, from the development environment through the continuous deployment pipeline, exploring patterns you can use for your own applications. Make your development teams lean, fast, and effective by adopting Kubernetes and DevOps principles. Understand containers and Kubernetes-no experience necessary Run your own applications on managed cloud Kubernetes services or on-prem environments Design your own cloud native services and infrastructure Use Kubernetes to manage resource usage and the container lifecycle Optimize clusters for cost, performance, resilience, capacity, and scalability Learn the best tools for developing, testing, and deploying your applications Apply the latest industry practices for observability and monitoring Secure your containers and clusters in production

World Scientific Reference On Contingent Claims Analysis In Corporate Finance (In 4 Volumes)

Author : Michel Crouhy
Publisher : World Scientific
ISBN 13 : 9814759341
Total Pages : 2039 pages
Book Rating : 4.8/5 (147 download)

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Book Synopsis World Scientific Reference On Contingent Claims Analysis In Corporate Finance (In 4 Volumes) by : Michel Crouhy

Download or read book World Scientific Reference On Contingent Claims Analysis In Corporate Finance (In 4 Volumes) written by Michel Crouhy and published by World Scientific. This book was released on 2019-01-21 with total page 2039 pages. Available in PDF, EPUB and Kindle. Book excerpt: Black and Scholes (1973) and Merton (1973, 1974) (hereafter referred to as BSM) introduced the contingent claim approach (CCA) to the valuation of corporate debt and equity. The BSM modeling framework is also named the 'structural' approach to risky debt valuation. The CCA considers all stakeholders of the corporation as holding contingent claims on the assets of the corporation. Each claim holder has different priorities, maturities and conditions for payouts. It is based on the principle that all the assets belong to all the liability holders.The BSM modeling framework gives the basic fundamental version of the structural model where default is assumed to occur when the net asset value of the firm at the maturity of the pure-discount debt becomes negative, i.e., market value of the assets of the firm falls below the face value of the firm's liabilities. In a regime of limited liability, the shareholders of the firm have the option to default on the firm's debt. Equity can be viewed as a European call option on the firm's assets with a strike price equal to the face value of the firm's debt. Actually, CCA can be used to value all the components of the firm's liabilities, equity, warrants, debt, contingent convertible debt, guarantees, etc.In the four volumes we present the major academic research on CCA in corporate finance starting from 1973, with seminal papers of Black and Scholes (1973) and Merton (1973, 1974). Volume I covers the foundation of CCA and contributions on equity valuation. Volume II focuses on corporate debt valuation and the capital structure of the firm. Volume III presents empirical evidence on the valuation of debt instruments as well as applications of the CCA to various financial arrangements. The papers in Volume IV show how to apply the CCA to analyze sovereign credit risk, contingent convertible bonds (CoCos), deposit insurance and loan guarantees. Volume 1: Foundations of CCA and Equity ValuationVolume 1 presents the seminal papers of Black and Scholes (1973) and Merton (1973, 1974). This volume also includes papers that specifically price equity as a call option on the corporation. It introduces warrants, convertible bonds and taxation as contingent claims on the corporation. It highlights the strong relationship between the CCA and the Modigliani-Miller (M&M) Theorems, and the relation to the Capital Assets Pricing Model (CAPM). Volume 2: Corporate Debt Valuation with CCAVolume 2 concentrates on corporate bond valuation by introducing various types of bonds with different covenants as well as introducing various conditions that trigger default. While empirical evidence indicates that the simple Merton's model underestimates the credit spreads, additional risk factors like jumps can be used to resolve it. Volume 3: Empirical Testing and Applications of CCAVolume 3 includes papers that look at issues in corporate finance that can be explained with the CCA approach. These issues include the effect of dividend policy on the valuation of debt and equity, the pricing of employee stock options and many other issues of corporate governance. Volume 4: Contingent Claims Approach for Banks and Sovereign DebtVolume 4 focuses on the application of the contingent claim approach to banks and other financial intermediaries. Regulation of the banking industry led to the creation of new financial securities (e.g., CoCos) and new types of stakeholders (e.g., deposit insurers).

A Game Theory Analysis of Options

Author : Alexandre C. Ziegler
Publisher : Springer Science & Business Media
ISBN 13 : 3540246908
Total Pages : 183 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis A Game Theory Analysis of Options by : Alexandre C. Ziegler

Download or read book A Game Theory Analysis of Options written by Alexandre C. Ziegler and published by Springer Science & Business Media. This book was released on 2012-11-02 with total page 183 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern option pricing theory was developed in the late sixties and early seventies by F. Black, R. e. Merton and M. Scholes as an analytical tool for pricing and hedging option contracts and over-the-counter warrants. How ever, already in the seminal paper by Black and Scholes, the applicability of the model was regarded as much broader. In the second part of their paper, the authors demonstrated that a levered firm's equity can be regarded as an option on the value of the firm, and thus can be priced by option valuation techniques. A year later, Merton showed how the default risk structure of cor porate bonds can be determined by option pricing techniques. Option pricing models are now used to price virtually the full range of financial instruments and financial guarantees such as deposit insurance and collateral, and to quantify the associated risks. Over the years, option pricing has evolved from a set of specific models to a general analytical framework for analyzing the production process of financial contracts and their function in the financial intermediation process in a continuous time framework. However, very few attempts have been made in the literature to integrate game theory aspects, i. e. strategic financial decisions of the agents, into the continuous time framework. This is the unique contribution of the thesis of Dr. Alexandre Ziegler. Benefiting from the analytical tractability of contin uous time models and the closed form valuation models for derivatives, Dr.

Numerical Methods in Finance

Author : René Carmona
Publisher : Springer Science & Business Media
ISBN 13 : 3642257461
Total Pages : 478 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Numerical Methods in Finance by : René Carmona

Download or read book Numerical Methods in Finance written by René Carmona and published by Springer Science & Business Media. This book was released on 2012-03-23 with total page 478 pages. Available in PDF, EPUB and Kindle. Book excerpt: Numerical methods in finance have emerged as a vital field at the crossroads of probability theory, finance and numerical analysis. Based on presentations given at the workshop Numerical Methods in Finance held at the INRIA Bordeaux (France) on June 1-2, 2010, this book provides an overview of the major new advances in the numerical treatment of instruments with American exercises. Naturally it covers the most recent research on the mathematical theory and the practical applications of optimal stopping problems as they relate to financial applications. By extension, it also provides an original treatment of Monte Carlo methods for the recursive computation of conditional expectations and solutions of BSDEs and generalized multiple optimal stopping problems and their applications to the valuation of energy derivatives and assets. The articles were carefully written in a pedagogical style and a reasonably self-contained manner. The book is geared toward quantitative analysts, probabilists, and applied mathematicians interested in financial applications.

The Law of Corporate Finance: General Principles and EU Law

Author : Petri Mäntysaari
Publisher : Springer Science & Business Media
ISBN 13 : 3642027504
Total Pages : 486 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis The Law of Corporate Finance: General Principles and EU Law by : Petri Mäntysaari

Download or read book The Law of Corporate Finance: General Principles and EU Law written by Petri Mäntysaari and published by Springer Science & Business Media. This book was released on 2009-11-11 with total page 486 pages. Available in PDF, EPUB and Kindle. Book excerpt: This three-volume book constitutes the first attempt to define corporate finance law as an independent field of law with its own principles and tools. The book also contains a unique theory of corporate governance with the firm as the most important principal.

Research Anthology on Blockchain Technology in Business, Healthcare, Education, and Government

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1799853527
Total Pages : 1924 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Research Anthology on Blockchain Technology in Business, Healthcare, Education, and Government by : Management Association, Information Resources

Download or read book Research Anthology on Blockchain Technology in Business, Healthcare, Education, and Government written by Management Association, Information Resources and published by IGI Global. This book was released on 2020-09-30 with total page 1924 pages. Available in PDF, EPUB and Kindle. Book excerpt: Even though blockchain technology was originally created as a ledger system for bitcoin to operate on, using it for areas other than cryptocurrency has become increasingly popular as of late. The transparency and security provided by blockchain technology is challenging innovation in a variety of businesses and is being applied in fields that include accounting and finance, supply chain management, and education. With the ability to perform such tasks as tracking fraud and securing the distribution of medical records, this technology is key to the advancement of many industries. The Research Anthology on Blockchain Technology in Business, Healthcare, Education, and Government is a vital reference source that examines the latest scholarly material on trends, techniques, and uses of blockchain technology applications in a variety of industries, and how this technology can further transparency and security. Highlighting a range of topics such as cryptography, smart contracts, and decentralized blockchain, this multi-volume book is ideally designed for academics, researchers, industry leaders, managers, healthcare professionals, IT consultants, engineers, programmers, practitioners, government officials, policymakers, and students.

Finance

Author : Frank J. Fabozzi
Publisher : John Wiley & Sons
ISBN 13 : 0470407352
Total Pages : 832 pages
Book Rating : 4.4/5 (74 download)

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Book Synopsis Finance by : Frank J. Fabozzi

Download or read book Finance written by Frank J. Fabozzi and published by John Wiley & Sons. This book was released on 2009-06-09 with total page 832 pages. Available in PDF, EPUB and Kindle. Book excerpt: FINANCE Financial managers and investment professionals need a solid foundation in finance principles and applications in order to make the best decisions in today's ever-changing financial world. Written by the experienced author team of Frank Fabozzi and Pamela Peterson Drake, Finance examines the essential elements of this discipline and makes them understandable to a wide array of individuals, from seasoned professionals looking to fine-tune their financial skills to newcomers seeking genuine guidance through the dynamic world of finance. Divided into four comprehensive parts, this reliable resource opens with an informative introduction to the basic tools of investing and financing decision-making—financial mathematics and financial analysis (Part I). From here, you'll become familiar with the fundamentals of capital market theory, including financial markets, financial intermediaries, and regulators of financial activities (Part II). You'll also gain a better understanding of interest rates, bond and stock valuation, asset pricing theory, and derivative instruments in this section. Part III moves on to detail decision-making within a business enterprise. Topics touched upon here include capital budgeting—that is, whether or not to invest in specific long-lived projects—and capital structure. Management of current assets and risk management are also addressed. By covering the basics of investment decision-making, Part IV skillfully wraps up this accessible overview of finance. Beginning with the determination of an investment objective, this part proceeds to demonstrate portfolio theory and performance evaluation, and also takes the time to outline techniques for managing equity and bond portfolios as well as discuss the best ways to use derivatives in the portfolio management process. Filled with in-depth insights and practical advice, Finance puts this field in perspective. And while a lot of ground is covered in this book, this information will help you appreciate and understand the complex financial issues that today's companies and investors constantly face.

Handbook of Experimental Finance

Author : Füllbrunn, Sascha
Publisher : Edward Elgar Publishing
ISBN 13 : 1800372337
Total Pages : 451 pages
Book Rating : 4.8/5 (3 download)

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Book Synopsis Handbook of Experimental Finance by : Füllbrunn, Sascha

Download or read book Handbook of Experimental Finance written by Füllbrunn, Sascha and published by Edward Elgar Publishing. This book was released on 2022-10-13 with total page 451 pages. Available in PDF, EPUB and Kindle. Book excerpt: With an in-depth overview of the past, present and future of the field, The Handbook of Experimental Finance provides a comprehensive analysis of the current topics, methodologies, findings, and breakthroughs in research conducted with the help of experimental finance methodology. Leading experts suggest innovative ways of designing, implementing, analyzing, and interpreting finance experiments.

Handbook of Research on Managerial Thinking in Global Business Economics

Author : Dinçer, Hasan
Publisher : IGI Global
ISBN 13 : 1522571817
Total Pages : 641 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Handbook of Research on Managerial Thinking in Global Business Economics by : Dinçer, Hasan

Download or read book Handbook of Research on Managerial Thinking in Global Business Economics written by Dinçer, Hasan and published by IGI Global. This book was released on 2018-12-07 with total page 641 pages. Available in PDF, EPUB and Kindle. Book excerpt: In a highly competitive global market, companies need to equip themselves with best practices and strategies to survive. Strategic management, innovative managerial thinking, and a clear decision-making process must be utilized to boost company performance and ultimately drive the company’s success. The Handbook of Research on Managerial Thinking in Global Business Economics identifies the importance of strategic decision making in competitive environments and analyzes the impacts of managerial thinking on global financial economics. The content within this publication examines globalization, consumer behavior, and risk management. It is designed for researchers, academicians, policymakers, government officials, and managers, and covers topics centered on innovation and development within organizations.

Introduction to Financial Technology

Author : Roy S. Freedman
Publisher : Elsevier
ISBN 13 : 9780080461847
Total Pages : 368 pages
Book Rating : 4.4/5 (618 download)

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Book Synopsis Introduction to Financial Technology by : Roy S. Freedman

Download or read book Introduction to Financial Technology written by Roy S. Freedman and published by Elsevier. This book was released on 2006-04-24 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: The financial technology environment is a dynamic, high-pressured, fast-paced world in which developing fast and efficient buy-and-sell order processing systems and order executing (clearing and settling) systems is of primary importance. The orders involved come from an ever-changing network of people (traders, brokers, market makers) and technology. To prepare people to succeed in this environment, seasoned financial technology veteran Roy Freedman presents both the technology and the finance side in this comprehensive overview of this dynamic area. He covers the broad range of topics involved in this industry--including auction theory, databases, networked computer clusters, back-office operations, derivative securities, regulation, compliance, bootstrap statistics, optimization, and risk management—in order to present an in-depth treatment of the current state-of-the-art in financial technology. Each chapter concludes with a list of exercises; a list of references; a list of websites for further information; and case studies. With amazing clarity, Freedman explains both the technology side and the finance side of financial technology Accessible to both finance professionals needing to upgrade their technology knowledge and technology specialists needing to upgrade their finance knowledge