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Anticipating Correlations
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Book Synopsis Anticipating Correlations by : Robert Engle
Download or read book Anticipating Correlations written by Robert Engle and published by Princeton University Press. This book was released on 2009-01-19 with total page 176 pages. Available in PDF, EPUB and Kindle. Book excerpt: Financial markets respond to information virtually instantaneously. Each new piece of information influences the prices of assets and their correlations with each other, and as the system rapidly changes, so too do correlation forecasts. This fast-evolving environment presents econometricians with the challenge of forecasting dynamic correlations, which are essential inputs to risk measurement, portfolio allocation, derivative pricing, and many other critical financial activities. In Anticipating Correlations, Nobel Prize-winning economist Robert Engle introduces an important new method for estimating correlations for large systems of assets: Dynamic Conditional Correlation (DCC). Engle demonstrates the role of correlations in financial decision making, and addresses the economic underpinnings and theoretical properties of correlations and their relation to other measures of dependence. He compares DCC with other correlation estimators such as historical correlation, exponential smoothing, and multivariate GARCH, and he presents a range of important applications of DCC. Engle presents the asymmetric model and illustrates it using a multicountry equity and bond return model. He introduces the new FACTOR DCC model that blends factor models with the DCC to produce a model with the best features of both, and illustrates it using an array of U.S. large-cap equities. Engle shows how overinvestment in collateralized debt obligations, or CDOs, lies at the heart of the subprime mortgage crisis--and how the correlation models in this book could have foreseen the risks. A technical chapter of econometric results also is included. Based on the Econometric and Tinbergen Institutes Lectures, Anticipating Correlations puts powerful new forecasting tools into the hands of researchers, financial analysts, risk managers, derivative quants, and graduate students.
Book Synopsis Elements of Financial Risk Management by : Peter Christoffersen
Download or read book Elements of Financial Risk Management written by Peter Christoffersen and published by Academic Press. This book was released on 2011-11-22 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Second Edition of this best-selling book expands its advanced approach to financial risk models by covering market, credit, and integrated risk. With new data that cover the recent financial crisis, it combines Excel-based empirical exercises at the end of each chapter with online exercises so readers can use their own data. Its unified GARCH modeling approach, empirically sophisticated and relevant yet easy to implement, sets this book apart from others. Five new chapters and updated end-of-chapter questions and exercises, as well as Excel-solutions manual, support its step-by-step approach to choosing tools and solving problems. Examines market risk, credit risk, and operational risk Provides exceptional coverage of GARCH models Features online Excel-based empirical exercises
Book Synopsis Dependence Modeling with Copulas by : Harry Joe
Download or read book Dependence Modeling with Copulas written by Harry Joe and published by CRC Press. This book was released on 2014-06-26 with total page 479 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dependence Modeling with Copulas covers the substantial advances that have taken place in the field during the last 15 years, including vine copula modeling of high-dimensional data. Vine copula models are constructed from a sequence of bivariate copulas. The book develops generalizations of vine copula models, including common and structured facto
Book Synopsis Yield Curve Modeling and Forecasting by : Francis X. Diebold
Download or read book Yield Curve Modeling and Forecasting written by Francis X. Diebold and published by Princeton University Press. This book was released on 2013-01-15 with total page 223 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understanding the dynamic evolution of the yield curve is critical to many financial tasks, including pricing financial assets and their derivatives, managing financial risk, allocating portfolios, structuring fiscal debt, conducting monetary policy, and valuing capital goods. Unfortunately, most yield curve models tend to be theoretically rigorous but empirically disappointing, or empirically successful but theoretically lacking. In this book, Francis Diebold and Glenn Rudebusch propose two extensions of the classic yield curve model of Nelson and Siegel that are both theoretically rigorous and empirically successful. The first extension is the dynamic Nelson-Siegel model (DNS), while the second takes this dynamic version and makes it arbitrage-free (AFNS). Diebold and Rudebusch show how these two models are just slightly different implementations of a single unified approach to dynamic yield curve modeling and forecasting. They emphasize both descriptive and efficient-markets aspects, they pay special attention to the links between the yield curve and macroeconomic fundamentals, and they show why DNS and AFNS are likely to remain of lasting appeal even as alternative arbitrage-free models are developed. Based on the Econometric and Tinbergen Institutes Lectures, Yield Curve Modeling and Forecasting contains essential tools with enhanced utility for academics, central banks, governments, and industry.
Book Synopsis Dynamic Copula Methods in Finance by : Umberto Cherubini
Download or read book Dynamic Copula Methods in Finance written by Umberto Cherubini and published by John Wiley & Sons. This book was released on 2011-11-21 with total page 287 pages. Available in PDF, EPUB and Kindle. Book excerpt: The latest tools and techniques for pricing and risk management This book introduces readers to the use of copula functions to represent the dynamics of financial assets and risk factors, integrated temporal and cross-section applications. The first part of the book will briefly introduce the standard the theory of copula functions, before examining the link between copulas and Markov processes. It will then introduce new techniques to design Markov processes that are suited to represent the dynamics of market risk factors and their co-movement, providing techniques to both estimate and simulate such dynamics. The second part of the book will show readers how to apply these methods to the evaluation of pricing of multivariate derivative contracts in the equity and credit markets. It will then move on to explore the applications of joint temporal and cross-section aggregation to the problem of risk integration.
Book Synopsis Anticipating Future Business Trends: Navigating Artificial Intelligence Innovations by : Rim El Khoury
Download or read book Anticipating Future Business Trends: Navigating Artificial Intelligence Innovations written by Rim El Khoury and published by Springer Nature. This book was released on with total page 580 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Economic Thinkers by : David A. Dieterle
Download or read book Economic Thinkers written by David A. Dieterle and published by Bloomsbury Publishing USA. This book was released on 2013-08-08 with total page 859 pages. Available in PDF, EPUB and Kindle. Book excerpt: Who are the individuals whose novel ideas, writings, and philosophies have influenced economics throughout history—and in doing so, have helped change the world? This encyclopedia provides a readable study of economics by examining the great economists themselves. This book presents biographies of 200 economic thinkers throughout history, supplying a one-stop reference about the men and women whose ideas, writings, and philosophies created the foundation of our current understanding of economics. Depicting their subjects within the contexts of history, development economics, and econometrics, these biographies provide an insightful overview of the world of economics through the economists of significance and the many subdisciplines, topics, eras, and philosophies they represent. Economic Thinkers: A Biographical Encyclopedia begins by describing economic thinkers in ancient Greece and Rome, moves through history to cover economists in the 15th through 19th centuries, and addresses economic theory in the 20th century and the modern era. Written to be easily accessible and highly readable, the work will appeal to students, scholars, general readers, and anyone interested in learning about the historical and philosophical foundation of economics.
Book Synopsis Robust Correlation by : Georgy L. Shevlyakov
Download or read book Robust Correlation written by Georgy L. Shevlyakov and published by John Wiley & Sons. This book was released on 2016-09-19 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: This bookpresents material on both the analysis of the classical concepts of correlation and on the development of their robust versions, as well as discussing the related concepts of correlation matrices, partial correlation, canonical correlation, rank correlations, with the corresponding robust and non-robust estimation procedures. Every chapter contains a set of examples with simulated and real-life data. Key features: Makes modern and robust correlation methods readily available and understandable to practitioners, specialists, and consultants working in various fields. Focuses on implementation of methodology and application of robust correlation with R. Introduces the main approaches in robust statistics, such as Huber’s minimax approach and Hampel’s approach based on influence functions. Explores various robust estimates of the correlation coefficient including the minimax variance and bias estimates as well as the most B- and V-robust estimates. Contains applications of robust correlation methods to exploratory data analysis, multivariate statistics, statistics of time series, and to real-life data. Includes an accompanying website featuring computer code and datasets Features exercises and examples throughout the text using both small and large data sets. Theoretical and applied statisticians, specialists in multivariate statistics, robust statistics, robust time series analysis, data analysis and signal processing will benefit from this book. Practitioners who use correlation based methods in their work as well as postgraduate students in statistics will also find this book useful.
Book Synopsis Obtaining and Predicting the Bounds of Realized Correlations by : Lidan Grossmass
Download or read book Obtaining and Predicting the Bounds of Realized Correlations written by Lidan Grossmass and published by . This book was released on 2013 with total page 45 pages. Available in PDF, EPUB and Kindle. Book excerpt: The problem of estimation of realized correlation, which is analogous to realized covariance, is compounded by effects of market microstructure, noise, and asynchronous trading. Various methods have been proposed to decrease the biases, but they require assumptions to be made that may be unrealistic. This paper argues that the inherent data problems make precise point identification of realized correlation difficult, but identification bounds in the spirit of Manski (1995) can be derived. These identification bounds allow for a more robust approach to inference, especially when the realized correlation is used for estimating other risk measures. We forecast the identification bounds using the HAR model of Corsi (2003) using data during the year of onset of the credit crisis, and find that the bounds provide good predictive coverage of the realized correlation for both one step and ten step forecasts, even in volatile periods.
Book Synopsis Understanding Correlation Matrices by : Alexandria Hadd
Download or read book Understanding Correlation Matrices written by Alexandria Hadd and published by SAGE Publications. This book was released on 2020-11-29 with total page 137 pages. Available in PDF, EPUB and Kindle. Book excerpt: Correlation matrices (along with their unstandardized counterparts, covariance matrices) underlie the majority the statistical methods that researchers use today. A correlation matrix is more than a matrix filled with correlation coefficients. The value of one correlation in the matrix puts constraints on the values of the others, and the multivariate implications of this statement is a major theme of the volume. Alexandria Hadd and Joseph Lee Rodgers cover many features of correlations matrices including statistical hypothesis tests, their role in factor analysis and structural equation modeling, and graphical approaches. They illustrate the discussion with a wide range of lively examples including correlations between intelligence measured at different ages through adolescence; correlations between country characteristics such as public health expenditures, health life expectancy, and adult mortality; correlations between well-being and state-level vital statistics; correlations between the racial composition of cities and professional sports teams; and correlations between childbearing intentions and childbearing outcomes over the reproductive life course. This volume may be used effectively across a number of disciplines in both undergraduate and graduate statistics classrooms, and also in the research laboratory.
Book Synopsis Anticipating China by : David L. Hall
Download or read book Anticipating China written by David L. Hall and published by State University of New York Press. This book was released on 1995-08-17 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: By providing parallel accounts of the contrasting developments of classical Chinese and Western traditions, Anticipating China offers a means of avoiding the implicit cultural biases which so often distort Western understanding of Chinese intellectual culture. The book shows that failure to assess the significant cultural differences between China and the West has seriously affected our understanding of both classical and contemporary China, and makes the translation of attitudes, concepts, and issues extremely problematic.
Book Synopsis Anticipating Arrears to the IMF Early Warning Systems by : Ms.Chikako Oka
Download or read book Anticipating Arrears to the IMF Early Warning Systems written by Ms.Chikako Oka and published by International Monetary Fund. This book was released on 2003-01-01 with total page 37 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper attempts to predict the incidence of arrears to the International Monetary Fund (IMF) by modifying and applying two of the major early warning systems for currency crises: the "signals" approach proposed by Kaminsky, Lizondo, and Reinhart (1997) and the probit-based alternative developed by Berg and Pattillo (1998). The results, based on both in-sample and out-of-sample tests, appear encouraging. While the unique nature of IMF arrears poses some challenges, the models could be useful tools for identifying countries at high risk of incurring arrears to the IMF.
Book Synopsis Anticipating Risks and Organising Risk Regulation by : Bridget M. Hutter
Download or read book Anticipating Risks and Organising Risk Regulation written by Bridget M. Hutter and published by Cambridge University Press. This book was released on 2010-08-05 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Anticipating risks has become an obsession of the early twenty-first century. Private and public sector organisations increasingly devote resources to risk prevention and contingency planning to manage risk events should they occur. This 2010 book shows how we can organise our social, organisational and regulatory policy systems to cope better with the array of local and transnational risks we regularly encounter. Contributors from a range of disciplines - including finance, history, law, management, political science, social psychology, sociology and disaster studies - consider threats, vulnerabilities and insecurities alongside social and organisational sources of resilience and security. These issues are introduced and discussed through a fascinating and diverse set of topics, including myxomatosis, the 2012 Olympic Games, gene therapy and the financial crisis. This is an important book for academics and policy makers who wish to understand the dilemmas generated in the anticipation and management of risks.
Book Synopsis Anticipating Personal Construct Psychology by : Franz R. Epting
Download or read book Anticipating Personal Construct Psychology written by Franz R. Epting and published by . This book was released on 1985 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Correlations of Soil and Rock Properties in Geotechnical Engineering by : Jay Ameratunga
Download or read book Correlations of Soil and Rock Properties in Geotechnical Engineering written by Jay Ameratunga and published by Springer. This book was released on 2015-12-11 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a one-stop reference to the empirical correlations used extensively in geotechnical engineering. Empirical correlations play a key role in geotechnical engineering designs and analysis. Laboratory and in situ testing of soils can add significant cost to a civil engineering project. By using appropriate empirical correlations, it is possible to derive many design parameters, thus limiting our reliance on these soil tests. The authors have decades of experience in geotechnical engineering, as professional engineers or researchers. The objective of this book is to present a critical evaluation of a wide range of empirical correlations reported in the literature, along with typical values of soil parameters, in the light of their experience and knowledge. This book will be a one-stop-shop for the practising professionals, geotechnical researchers and academics looking for specific correlations for estimating certain geotechnical parameters. The empirical correlations in the forms of equations and charts and typical values are collated from extensive literature review, and from the authors' database.
Book Synopsis Relationship Matters by : Czesław Kiński
Download or read book Relationship Matters written by Czesław Kiński and published by V&R Unipress. This book was released on 2024-06-17 with total page 199 pages. Available in PDF, EPUB and Kindle. Book excerpt: The volume begins by outlining the development of the teacherstudent relationship according to the main psychological theories. Next, it points to the inseparability of cognitive and emotional factors in the learning process. By referring to the major positive psychology theories, i.e., Broaden-and-Build, Flow, and PERMA, the book lays the foundation for studying the full spectrum of learner emotions experienced while learning a foreign language. Finally, it provides a research-based analysis of teacher-related variables that affect learner classroom well-being and ill-being.
Book Synopsis Handbook of Motivational Counseling by : W. Miles Cox
Download or read book Handbook of Motivational Counseling written by W. Miles Cox and published by John Wiley & Sons. This book was released on 2004-03-05 with total page 538 pages. Available in PDF, EPUB and Kindle. Book excerpt: Motivation is a pervasive force that can affect well-being in a variety of life situations, from the more minor through to the ability to overcome addictions and other serious psychological problems. This book presents empirically supported theories (featuring current concerns theory), questionnaires based on these theories (highlighting the Motivational Structure Questionnaire) and varied interventions based on these, with special emphasis on Systematic Motivational Counselling but also including chapters on such approaches as Personality Systems Interaction Theory, expectancy-based approaches, Motivational Interviewing, logotherapy and several others.
