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Using Principal Component Analysis To Explain Term Structure Movements
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Book Synopsis Using Principal Component Analysis to Explain Term Structure Movements by : Gloria M. Soto
Download or read book Using Principal Component Analysis to Explain Term Structure Movements written by Gloria M. Soto and published by . This book was released on 2007 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper evaluates the performance of a kind of interest rate model that has increasingly been attracting the attention of the financial industry in recent years and which relies on principal component analysis to extract risk factors. Focusing on the Spanish bond market, our empirical analysis reveals that interest rate movements can be summarized by three principal components, related to the level, the steepness and the curvature of the yield curve. This three-principal component model is able to offer a balanced explanation of interest rate shocks and bond returns across maturities and overcomes typical one- and two-factor interest rate models. However, our results also reveal some variations with time in the principal components that point to the need to recognize the dynamic volatility structure of interest rates.
Book Synopsis Progress in Economics Research by : Albert Tavidze
Download or read book Progress in Economics Research written by Albert Tavidze and published by Nova Publishers. This book was released on 2003 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: This series spans the globe presenting leading research in economics. Perhaps it is a sign of the times that economic weapons such as sanctions seem to be as powerful as or more so than tanks. International applications and examples of economic progress are invaluable in a troubled world with economic booms bursting like so many penny balloons. Intraindustry Trade; Inequality, Human Capital, and Trade: Theory and Evidence; Estimation of Duration Models in the Presence of Heterogeneity of Unknown Form; Health and the Process of Economic Development; Monetary Volatility and the Paper-Bill Spread; Habits and Meaning in Alfred Schutz's Action Theory; Tax Evasion in a Transition Economy: Theory and Empirical Evidence from the Former Soviet Union Republic of Moldova; A Tale of Three Cities: Is an Electronic Public Order Book Appropriate for Transition Economies?; Auditors, Actuaries, and Managed Earnings; Using Principal Component Analysis to Explain Term Structure Movements: Performance and Stability; Index.
Book Synopsis Common Factors in International Bond Returns Revisited by : Franck Moraux
Download or read book Common Factors in International Bond Returns Revisited written by Franck Moraux and published by . This book was released on 2013 with total page 41 pages. Available in PDF, EPUB and Kindle. Book excerpt: The movements of domestic term structures of interest rates are commonly assumed to be driven by a small number of factors, usually obtained from a principal component analysis. In order to model simultaneously the dynamics of several domestic term structures, principal component analysis is applied either to the pooled data or separately to each domestic term structure. Although researchers often notice that the shape of the factor loadings is the same for all countries but that the explained variance per factor is quite different across countries, they stop formulating constraints on parameters. This paper applies Common Principal Component analysis to deal with this issue.
Book Synopsis Analysis of the Co-movements Between Euribor and USD Libor Term Structure of Interest Rates Pre, Mid and Post the Financial Crisis of 2008 by : Emma Thomson
Download or read book Analysis of the Co-movements Between Euribor and USD Libor Term Structure of Interest Rates Pre, Mid and Post the Financial Crisis of 2008 written by Emma Thomson and published by . This book was released on 2015 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Interest Rate Risk Modeling by : Sanjay K. Nawalkha
Download or read book Interest Rate Risk Modeling written by Sanjay K. Nawalkha and published by John Wiley & Sons. This book was released on 2005-05-31 with total page 429 pages. Available in PDF, EPUB and Kindle. Book excerpt: The definitive guide to fixed income valuation and risk analysis The Trilogy in Fixed Income Valuation and Risk Analysis comprehensively covers the most definitive work on interest rate risk, term structure analysis, and credit risk. The first book on interest rate risk modeling examines virtually every well-known IRR model used for pricing and risk analysis of various fixed income securities and their derivatives. The companion CD-ROM contain numerous formulas and programming tools that allow readers to better model risk and value fixed income securities. This comprehensive resource provides readers with the hands-on information and software needed to succeed in this financial arena.
Book Synopsis Term-Structure Models by : Damir Filipovic
Download or read book Term-Structure Models written by Damir Filipovic and published by Springer Science & Business Media. This book was released on 2009-07-28 with total page 259 pages. Available in PDF, EPUB and Kindle. Book excerpt: Changing interest rates constitute one of the major risk sources for banks, insurance companies, and other financial institutions. Modeling the term-structure movements of interest rates is a challenging task. This volume gives an introduction to the mathematics of term-structure models in continuous time. It includes practical aspects for fixed-income markets such as day-count conventions, duration of coupon-paying bonds and yield curve construction; arbitrage theory; short-rate models; the Heath-Jarrow-Morton methodology; consistent term-structure parametrizations; affine diffusion processes and option pricing with Fourier transform; LIBOR market models; and credit risk. The focus is on a mathematically straightforward but rigorous development of the theory. Students, researchers and practitioners will find this volume very useful. Each chapter ends with a set of exercises, that provides source for homework and exam questions. Readers are expected to be familiar with elementary Itô calculus, basic probability theory, and real and complex analysis.
Book Synopsis Modeling the Term Structure of Interest Rates by : Rajna Gibson
Download or read book Modeling the Term Structure of Interest Rates written by Rajna Gibson and published by Now Publishers Inc. This book was released on 2010 with total page 171 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modeling the Term Structure of Interest Rates provides a comprehensive review of the continuous-time modeling techniques of the term structure applicable to value and hedge default-free bonds and other interest rate derivatives.
Book Synopsis Stochastic Modelling of Electricity and Related Markets by : Fred Espen Benth
Download or read book Stochastic Modelling of Electricity and Related Markets written by Fred Espen Benth and published by World Scientific. This book was released on 2008 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: The markets for electricity, gas and temperature have distinctive features, which provide the focus for countless studies. For instance, electricity and gas prices may soar several magnitudes above their normal levels within a short time due to imbalances in supply and demand, yielding what is known as spikes in the spot prices. The markets are also largely influenced by seasons, since power demand for heating and cooling varies over the year. The incompleteness of the markets, due to nonstorability of electricity and temperature as well as limited storage capacity of gas, makes spot-forward hedging impossible. Moreover, futures contracts are typically settled over a time period rather than at a fixed date. All these aspects of the markets create new challenges when analyzing price dynamics of spot, futures and other derivatives.This book provides a concise and rigorous treatment on the stochastic modeling of energy markets. Ornstein?Uhlenbeck processes are described as the basic modeling tool for spot price dynamics, where innovations are driven by time-inhomogeneous jump processes. Temperature futures are studied based on a continuous higher-order autoregressive model for the temperature dynamics. The theory presented here pays special attention to the seasonality of volatility and the Samuelson effect. Empirical studies using data from electricity, temperature and gas markets are given to link theory to practice.
Book Synopsis Generalized Principal Component Analysis by : René Vidal
Download or read book Generalized Principal Component Analysis written by René Vidal and published by Springer. This book was released on 2016-04-11 with total page 590 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive introduction to the latest advances in the mathematical theory and computational tools for modeling high-dimensional data drawn from one or multiple low-dimensional subspaces (or manifolds) and potentially corrupted by noise, gross errors, or outliers. This challenging task requires the development of new algebraic, geometric, statistical, and computational methods for efficient and robust estimation and segmentation of one or multiple subspaces. The book also presents interesting real-world applications of these new methods in image processing, image and video segmentation, face recognition and clustering, and hybrid system identification etc. This book is intended to serve as a textbook for graduate students and beginning researchers in data science, machine learning, computer vision, image and signal processing, and systems theory. It contains ample illustrations, examples, and exercises and is made largely self-contained with three Appendices which survey basic concepts and principles from statistics, optimization, and algebraic-geometry used in this book. René Vidal is a Professor of Biomedical Engineering and Director of the Vision Dynamics and Learning Lab at The Johns Hopkins University. Yi Ma is Executive Dean and Professor at the School of Information Science and Technology at ShanghaiTech University. S. Shankar Sastry is Dean of the College of Engineering, Professor of Electrical Engineering and Computer Science and Professor of Bioengineering at the University of California, Berkeley.
Book Synopsis Fixed Income Attribution by : Andrew Colin
Download or read book Fixed Income Attribution written by Andrew Colin and published by John Wiley & Sons. This book was released on 2005-05-05 with total page 162 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fixed income attribution is by its very nature a complex and mathematically demanding topic, and there is little information available on this area. Fixed Income Attribution has been written to fill this tremendous void. This comprehensive resource contains both theoretical and practical information about running and understanding fixed income attribution, including the mathematics of attribution, practical limitations, benchmarks, presentation tools, and choosing and running an attribution system. Filled with insightful examples and expert advice, Fixed Income Attribution is the perfect source of information for those working in this complex environment.
Book Synopsis Stochastic Modeling Of Electricity And Related Markets by : Fred Espen Benth
Download or read book Stochastic Modeling Of Electricity And Related Markets written by Fred Espen Benth and published by World Scientific. This book was released on 2008-04-14 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: The markets for electricity, gas and temperature have distinctive features, which provide the focus for countless studies. For instance, electricity and gas prices may soar several magnitudes above their normal levels within a short time due to imbalances in supply and demand, yielding what is known as spikes in the spot prices. The markets are also largely influenced by seasons, since power demand for heating and cooling varies over the year. The incompleteness of the markets, due to nonstorability of electricity and temperature as well as limited storage capacity of gas, makes spot-forward hedging impossible. Moreover, futures contracts are typically settled over a time period rather than at a fixed date. All these aspects of the markets create new challenges when analyzing price dynamics of spot, futures and other derivatives.This book provides a concise and rigorous treatment on the stochastic modeling of energy markets. Ornstein-Uhlenbeck processes are described as the basic modeling tool for spot price dynamics, where innovations are driven by time-inhomogeneous jump processes. Temperature futures are studied based on a continuous higher-order autoregressive model for the temperature dynamics. The theory presented here pays special attention to the seasonality of volatility and the Samuelson effect. Empirical studies using data from electricity, temperature and gas markets are given to link theory to practice.
Book Synopsis Bond Portfolio Optimization by : Michael Puhle
Download or read book Bond Portfolio Optimization written by Michael Puhle and published by Springer Science & Business Media. This book was released on 2008-01-08 with total page 143 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book analyzes how modern portfolio theory and dynamic term structure models can be applied to government bond portfolio optimization problems. The author studies the necessary adjustments, examines the models with regard to the plausibility of their results and compares the outcomes to portfolio selection techniques used by practitioners. Both single-period and continuous-time bond portfolio optimization problems are considered.
Book Synopsis The Yield Curve and Financial Risk Premia by : Felix Geiger
Download or read book The Yield Curve and Financial Risk Premia written by Felix Geiger and published by Springer Science & Business Media. This book was released on 2011-08-17 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: The determinants of yield curve dynamics have been thoroughly discussed in finance models. However, little can be said about the macroeconomic factors behind the movements of short- and long-term interest rates as well as the risk compensation demanded by financial investors. By taking on a macro-finance perspective, the book’s approach explicitly acknowledges the close feedback between monetary policy, the macroeconomy and financial conditions. Both theoretical and empirical models are applied in order to get a profound understanding of the interlinkages between economic activity, the conduct of monetary policy and the underlying macroeconomic factors of bond price movements. Moreover, the book identifies a broad risk-taking channel of monetary transmission which allows a reassessment of the role of financial constraints; it enables policy makers to develop new guidelines for monetary policy and for financial supervision of how to cope with evolving financial imbalances.
Book Synopsis Interest Rate, Term Structure, and Valuation Modeling by : Frank J. Fabozzi
Download or read book Interest Rate, Term Structure, and Valuation Modeling written by Frank J. Fabozzi and published by John Wiley & Sons. This book was released on 2002-11-29 with total page 530 pages. Available in PDF, EPUB and Kindle. Book excerpt: This ultimate guide contains an excellent blend of theory and practice This comprehensive guide covers various aspects of model building for fixed income securities and derivatives. Filled with expert advice, valuable insights, and advanced modeling techniques, Interest Rate, Term Structure, and Valuation Modeling is a book that all institutional investors, portfolio managers, and risk professionals should have. John Wiley & Sons, Inc. is proud to be the publisher of the esteemed Frank J. Fabozzi Series. Comprising nearly 100 titles-which include numerous bestsellers—The Frank J. Fabozzi Series is a key resource for finance professionals and academics, strategists and students, and investors. The series is overseen by its eponymous editor, whose expert instruction and presentation of new ideas have been at the forefront of financial publishing for over twenty years. His successful career has provided him with the knowledge, insight, and advice that has led to this comprehensive series. Frank J. Fabozzi, PhD, CFA, CPA, is Editor of the Journal of Portfolio Management, which is read by thousands of institutional investors, as well as editor or author of over 100 books on finance for the professional and academic markets. Currently, Dr. Fabozzi is an adjunct Professor of Finance at Yale University's School of Management and on the board of directors of the Guardian Life family of funds and the Black Rock complex of funds.
Book Synopsis New Methods in Fixed Income Modeling by : Mehdi Mili
Download or read book New Methods in Fixed Income Modeling written by Mehdi Mili and published by Springer. This book was released on 2018-08-18 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents new approaches to fixed income modeling and portfolio management techniques. Taking into account the latest mathematical and econometric developments in finance, it analyzes the hedging securities and structured instruments that are offered by banks, since recent research in the field of fixed incomes and financial markets has raised awareness for changes in market risk management strategies. The book offers a valuable resource for all researchers and practitioners interested in the theory behind fixed income instruments, and in their applications in financial portfolio management.
Book Synopsis The Japanese Economy During the Great Depression by : Masato Shizume
Download or read book The Japanese Economy During the Great Depression written by Masato Shizume and published by Springer Nature. This book was released on 2021-09-25 with total page 125 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a systematic explanation of a remarkable policy innovation in an emerging economy in the modern world. In doing so, it highlights the nature of the Japanese economy during the interwar period. It offers a canonical case study for an international macroeconomic policy of a small and open economy. Readers can draw lessons from the Japanese experience in the 1930s, recalling what kinds of challenges policymakers faced in a crisis situation, what they can do, and what they should not do. As a whole, it is a novel reference both for scholars in economic history and international economics and for policymakers all over the world. A comprehensive and clear-cut picture of the Japanese economy during the Great Depression in the 1930s is presented, including the policy innovations brought about by an iconoclastic finance minister, Korekiyo Takahashi, at that time. To this end, the book integrates the narrative analysis based on newly available archival documents and the quantitative analysis based on newly constructed macroeconomic data and contemporary econometric methodologies. This work shows how Japan escaped from the depression in its early stage. It illustrates a transmission mechanism of the macroeconomic stimulus package of currency depreciation, easy money, and fiscal expansion. As well, it argues that the key for economic recovery was currency depreciation and that expectations played a pivotal role in ending deflation and kick-starting economic recovery. Also contained here is an exploration of politico-economic interaction in the shaping of economic policy and the long-term consequences of policy actions such as departure from the gold standard and initiation of the government debt finance by the central bank. It is shown that the collapse of the international gold standard and the lack of governance of military spending resulted in a loss of fiscal discipline in the long run.
Book Synopsis C# for Financial Markets by : Daniel J. Duffy
Download or read book C# for Financial Markets written by Daniel J. Duffy and published by John Wiley & Sons. This book was released on 2013-03-04 with total page 864 pages. Available in PDF, EPUB and Kindle. Book excerpt: A practice-oriented guide to using C# to design and program pricing and trading models In this step-by-step guide to software development for financial analysts, traders, developers and quants, the authors show both novice and experienced practitioners how to develop robust and accurate pricing models and employ them in real environments. Traders will learn how to design and implement applications for curve and surface modeling, fixed income products, hedging strategies, plain and exotic option modeling, interest rate options, structured bonds, unfunded structured products, and more. A unique mix of modern software technology and quantitative finance, this book is both timely and practical. The approach is thorough and comprehensive and the authors use a combination of C# language features, design patterns, mathematics and finance to produce efficient and maintainable software. Designed for quant developers, traders and MSc/MFE students, each chapter has numerous exercises and the book is accompanied by a dedicated companion website, www.datasimfinancial.com/forum/viewforum.php?f=196&sid=f30022095850dee48c7db5ff62192b34, providing all source code, alongside audio, support and discussion forums for readers to comment on the code and obtain new versions of the software.
