The Market Model As A Markov Switching Model Using The Kalman Filter

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State-space Models with Regime Switching

Author : Chang-Jin Kim
Publisher : Mit Press
ISBN 13 : 9780262112383
Total Pages : 297 pages
Book Rating : 4.1/5 (123 download)

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Book Synopsis State-space Models with Regime Switching by : Chang-Jin Kim

Download or read book State-space Models with Regime Switching written by Chang-Jin Kim and published by Mit Press. This book was released on 1999 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: Both state-space models and Markov switching models have been highly productive paths for empirical research in macroeconomics and finance. This book presents recent advances in econometric methods that make feasible the estimation of models that have both features. One approach, in the classical framework, approximates the likelihood function; the other, in the Bayesian framework, uses Gibbs-sampling to simulate posterior distributions from data.The authors present numerous applications of these approaches in detail: decomposition of time series into trend and cycle, a new index of coincident economic indicators, approaches to modeling monetary policy uncertainty, Friedman's "plucking" model of recessions, the detection of turning points in the business cycle and the question of whether booms and recessions are duration-dependent, state-space models with heteroskedastic disturbances, fads and crashes in financial markets, long-run real exchange rates, and mean reversion in asset returns.

Emerging Bond Markets

Author : Tamara Teplova
Publisher : Routledge
ISBN 13 : 1000201805
Total Pages : 278 pages
Book Rating : 4.0/5 (2 download)

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Book Synopsis Emerging Bond Markets by : Tamara Teplova

Download or read book Emerging Bond Markets written by Tamara Teplova and published by Routledge. This book was released on 2020-10-25 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: The bond market is a key securities market and emerging economies present exciting, new investment opportunities. This timely book provides insights into these emerging bond markets through empirical models and analytical databases, i.e. Bloomberg, Eikon Refinitiv and the Russian Cbonds. The book looks at the dynamics of the development of emerging bond markets, their competitiveness, features and patterns using macro and micro level data. It also takes into consideration various securities type i.e. government, corporate, sub-federal and municipal bonds, to identify respective challenges and risks. The book also analyses factors that may inhibit or stimulate a well-balanced financial market. It includes case studies of Asian, Latin American and Russian bond markets, as also as cross-country comparisons. It will be a useful reference for anyone who is interested to learn more of the bond market and the modelling techniques for critical data analysis.

Financial Modeling of the Equity Market

Author : Frank J. Fabozzi
Publisher : John Wiley & Sons
ISBN 13 : 0470037695
Total Pages : 673 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis Financial Modeling of the Equity Market by : Frank J. Fabozzi

Download or read book Financial Modeling of the Equity Market written by Frank J. Fabozzi and published by John Wiley & Sons. This book was released on 2006-03-31 with total page 673 pages. Available in PDF, EPUB and Kindle. Book excerpt: An inside look at modern approaches to modeling equity portfolios Financial Modeling of the Equity Market is the most comprehensive, up-to-date guide to modeling equity portfolios. The book is intended for a wide range of quantitative analysts, practitioners, and students of finance. Without sacrificing mathematical rigor, it presents arguments in a concise and clear style with a wealth of real-world examples and practical simulations. This book presents all the major approaches to single-period return analysis, including modeling, estimation, and optimization issues. It covers both static and dynamic factor analysis, regime shifts, long-run modeling, and cointegration. Estimation issues, including dimensionality reduction, Bayesian estimates, the Black-Litterman model, and random coefficient models, are also covered in depth. Important advances in transaction cost measurement and modeling, robust optimization, and recent developments in optimization with higher moments are also discussed. Sergio M. Focardi (Paris, France) is a founding partner of the Paris-based consulting firm, The Intertek Group. He is a member of the editorial board of the Journal of Portfolio Management. He is also the author of numerous articles and books on financial modeling. Petter N. Kolm, PhD (New Haven, CT and New York, NY), is a graduate student in finance at the Yale School of Management and a financial consultant in New York City. Previously, he worked in the Quantitative Strategies Group of Goldman Sachs Asset Management, where he developed quantitative investment models and strategies.

Finite Mixture and Markov Switching Models

Author : Sylvia Frühwirth-Schnatter
Publisher : Springer Science & Business Media
ISBN 13 : 0387357688
Total Pages : 506 pages
Book Rating : 4.3/5 (873 download)

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Book Synopsis Finite Mixture and Markov Switching Models by : Sylvia Frühwirth-Schnatter

Download or read book Finite Mixture and Markov Switching Models written by Sylvia Frühwirth-Schnatter and published by Springer Science & Business Media. This book was released on 2006-11-24 with total page 506 pages. Available in PDF, EPUB and Kindle. Book excerpt: The past decade has seen powerful new computational tools for modeling which combine a Bayesian approach with recent Monte simulation techniques based on Markov chains. This book is the first to offer a systematic presentation of the Bayesian perspective of finite mixture modelling. The book is designed to show finite mixture and Markov switching models are formulated, what structures they imply on the data, their potential uses, and how they are estimated. Presenting its concepts informally without sacrificing mathematical correctness, it will serve a wide readership including statisticians as well as biologists, economists, engineers, financial and market researchers.

Bayesian Inference of State Space Models

Author : Kostas Triantafyllopoulos
Publisher : Springer Nature
ISBN 13 : 303076124X
Total Pages : 503 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Bayesian Inference of State Space Models by : Kostas Triantafyllopoulos

Download or read book Bayesian Inference of State Space Models written by Kostas Triantafyllopoulos and published by Springer Nature. This book was released on 2021-11-12 with total page 503 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bayesian Inference of State Space Models: Kalman Filtering and Beyond offers a comprehensive introduction to Bayesian estimation and forecasting for state space models. The celebrated Kalman filter, with its numerous extensions, takes centre stage in the book. Univariate and multivariate models, linear Gaussian, non-linear and non-Gaussian models are discussed with applications to signal processing, environmetrics, economics and systems engineering. Over the past years there has been a growing literature on Bayesian inference of state space models, focusing on multivariate models as well as on non-linear and non-Gaussian models. The availability of time series data in many fields of science and industry on the one hand, and the development of low-cost computational capabilities on the other, have resulted in a wealth of statistical methods aimed at parameter estimation and forecasting. This book brings together many of these methods, presenting an accessible and comprehensive introduction to state space models. A number of data sets from different disciplines are used to illustrate the methods and show how they are applied in practice. The R package BTSA, created for the book, includes many of the algorithms and examples presented. The book is essentially self-contained and includes a chapter summarising the prerequisites in undergraduate linear algebra, probability and statistics. An up-to-date and complete account of state space methods, illustrated by real-life data sets and R code, this textbook will appeal to a wide range of students and scientists, notably in the disciplines of statistics, systems engineering, signal processing, data science, finance and econometrics. With numerous exercises in each chapter, and prerequisite knowledge conveniently recalled, it is suitable for upper undergraduate and graduate courses.

Electricity Derivatives

Author : René Aïd
Publisher : Springer
ISBN 13 : 3319083953
Total Pages : 107 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Electricity Derivatives by : René Aïd

Download or read book Electricity Derivatives written by René Aïd and published by Springer. This book was released on 2015-01-14 with total page 107 pages. Available in PDF, EPUB and Kindle. Book excerpt: Offering a concise but complete survey of the common features of the microstructure of electricity markets, this book describes the state of the art in the different proposed electricity price models for pricing derivatives and in the numerical methods used to price and hedge the most prominent derivatives in electricity markets, namely power plants and swings. The mathematical content of the book has intentionally been made light in order to concentrate on the main subject matter, avoiding fastidious computations. Wherever possible, the models are illustrated by diagrams. The book should allow prospective researchers in the field of electricity derivatives to focus on the actual difficulties associated with the subject. It should also offer a brief but exhaustive overview of the latest techniques used by financial engineers in energy utilities and energy trading desks.

Computational Finance and Its Applications III

Author : M. Costantino
Publisher : WIT Press
ISBN 13 : 1845641116
Total Pages : 257 pages
Book Rating : 4.8/5 (456 download)

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Book Synopsis Computational Finance and Its Applications III by : M. Costantino

Download or read book Computational Finance and Its Applications III written by M. Costantino and published by WIT Press. This book was released on 2008 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: Featuring papers from the Third International Conference on Computational Finance and its Applications, the text includes papers that encompass a wide range of topics such as modern financial services technologies, derivatives pricing, portfolio management and asset allocation, and intelligent trading agents.

Operations Research Proceedings 2006

Author : Karl-Heinz Waldmann
Publisher : Springer Science & Business Media
ISBN 13 : 3540699953
Total Pages : 590 pages
Book Rating : 4.5/5 (46 download)

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Book Synopsis Operations Research Proceedings 2006 by : Karl-Heinz Waldmann

Download or read book Operations Research Proceedings 2006 written by Karl-Heinz Waldmann and published by Springer Science & Business Media. This book was released on 2007-08-11 with total page 590 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains a selection of papers referring to lectures presented at the symposium Operations Research 2006 held at the University of Karlsruhe. The symposium presented the state of the art in Operations Research and related areas in Economics, Mathematics, and Computer Science and demonstrated the broad applicability of its core themes, placing particular emphasis on Basel II, one of the most topical challenges of Operations Research.

Applications of State Space Models in Finance

Author : Sascha Mergner
Publisher : Universitätsverlag Göttingen
ISBN 13 : 3941875221
Total Pages : 235 pages
Book Rating : 4.9/5 (418 download)

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Book Synopsis Applications of State Space Models in Finance by : Sascha Mergner

Download or read book Applications of State Space Models in Finance written by Sascha Mergner and published by Universitätsverlag Göttingen. This book was released on 2009 with total page 235 pages. Available in PDF, EPUB and Kindle. Book excerpt: State space models play a key role in the estimation of time-varying sensitivities in financial markets. The objective of this book is to analyze the relative merits of modern time series techniques, such as Markov regime switching and the Kalman filter, to model structural changes in the context of widely used concepts in finance. The presented material will be useful for financial economists and practitioners who are interested in taking time-variation in the relationship between financial assets and key economic factors explicitly into account. The empirical part illustrates the application of the various methods under consideration. As a distinctive feature, it includes a comprehensive analysis of the ability of time-varying coefficient models to estimate and predict the conditional nature of systematic risks for European industry portfolios.

Advances in Markov-Switching Models

Author : James D. Hamilton
Publisher : Springer Science & Business Media
ISBN 13 : 3642511821
Total Pages : 267 pages
Book Rating : 4.6/5 (425 download)

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Book Synopsis Advances in Markov-Switching Models by : James D. Hamilton

Download or read book Advances in Markov-Switching Models written by James D. Hamilton and published by Springer Science & Business Media. This book was released on 2013-06-29 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a collection of state-of-the-art papers on the properties of business cycles and financial analysis. The individual contributions cover new advances in Markov-switching models with applications to business cycle research and finance. The introduction surveys the existing methods and new results of the last decade. Individual chapters study features of the U. S. and European business cycles with particular focus on the role of monetary policy, oil shocks and co movements among key variables. The short-run versus long-run consequences of an economic recession are also discussed. Another area that is featured is an extensive analysis of currency crises and the possibility of bubbles or fads in stock prices. A concluding chapter offers useful new results on testing for this kind of regime-switching behaviour. Overall, the book provides a state-of-the-art over view of new directions in methods and results for estimation and inference based on the use of Markov-switching time-series analysis. A special feature of the book is that it includes an illustration of a wide range of applications based on a common methodology. It is expected that the theme of the book will be of particular interest to the macroeconomics readers as well as econometrics professionals, scholars and graduate students. We wish to express our gratitude to the authors for their strong contributions and the reviewers for their assistance and careful attention to detail in their reports.

Essays in Honour of Fabio Canova

Author : Juan J. Dolado
Publisher : Emerald Group Publishing
ISBN 13 : 1803828315
Total Pages : 203 pages
Book Rating : 4.8/5 (38 download)

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Book Synopsis Essays in Honour of Fabio Canova by : Juan J. Dolado

Download or read book Essays in Honour of Fabio Canova written by Juan J. Dolado and published by Emerald Group Publishing. This book was released on 2022-09-21 with total page 203 pages. Available in PDF, EPUB and Kindle. Book excerpt: Both parts of Volume 44 of Advances in Econometrics pay tribute to Fabio Canova for his major contributions to economics over the last four decades.

Regulation of Finance and Accounting

Author : David Procházka
Publisher : Springer Nature
ISBN 13 : 3030998738
Total Pages : 462 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Regulation of Finance and Accounting by : David Procházka

Download or read book Regulation of Finance and Accounting written by David Procházka and published by Springer Nature. This book was released on 2022-10-27 with total page 462 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edition provides a mix of research perspectives to examine the economic and non-economic outcomes of global developments in financial regulation, monetary and fiscal measures, or sustainable development, with a tailored focus on specifics in emerging and transitioning countries. The volume combines a mix of approaches to investigate relevant newly emerged topics (e.g., economics of emissions, corporate social responsibility reporting) as well as traditional issues requiring new approaches (e.g., exchange rate mechanisms, investment strategies, the impact of corporate reporting on economic fundamentals). Such a comprehensive view of contemporary economic phenomena makes the volume attractive not only to academia, but also to regulators and policymakers, when deliberating on the potential outcomes of competing regulatory mechanisms.

The New Palgrave Dictionary of Economics

Author :
Publisher : Springer
ISBN 13 : 1349588024
Total Pages : 7493 pages
Book Rating : 4.3/5 (495 download)

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Book Synopsis The New Palgrave Dictionary of Economics by :

Download or read book The New Palgrave Dictionary of Economics written by and published by Springer. This book was released on 2016-05-18 with total page 7493 pages. Available in PDF, EPUB and Kindle. Book excerpt: The award-winning The New Palgrave Dictionary of Economics, 2nd edition is now available as a dynamic online resource. Consisting of over 1,900 articles written by leading figures in the field including Nobel prize winners, this is the definitive scholarly reference work for a new generation of economists. Regularly updated! This product is a subscription based product.

Handbook of Central Banking, Financial Regulation and Supervision

Author : S. Eijffinger
Publisher : Edward Elgar Publishing
ISBN 13 : 1849805768
Total Pages : 673 pages
Book Rating : 4.8/5 (498 download)

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Book Synopsis Handbook of Central Banking, Financial Regulation and Supervision by : S. Eijffinger

Download or read book Handbook of Central Banking, Financial Regulation and Supervision written by S. Eijffinger and published by Edward Elgar Publishing. This book was released on 2011-01-01 with total page 673 pages. Available in PDF, EPUB and Kindle. Book excerpt: ÔThis Handbook is a must read for policy makers and practitioners alike as well as excellent reading for advanced academic courses in international banking.Õ Ð Allard Bruinshoofd, SUERF ÔThis collection of papers is essential reading for anyone interested in central banking, regulation and supervision. Sylvester Eijffinger and Donato Masciandaro have brought together contributions from the leading academics, central bankers and regulators, providing the most up-to-date analysis of this critical subject.Õ Ð Paul Mizen, University of Nottingham, UK This stimulating and original Handbook offers an updated and systematic discussion of the relationship between central banks, financial regulation and supervision after the global financial crisis. The crisis has raised new questions about the compatibility of monetary and financial stability, which are changing the face of central banking and its relationships with the architecture of financial regulation and supervision. The Handbook explores on both the economics and political economy of the topic, in order to understand how and why reforms of the role of the central banks can be designed and implemented. The general suggestion is that future effectiveness of the central banking architecture will depend on its ability to ensure the consistency between the monetary actions in normal and extraordinary times. Consequently the possible paths in the central bank strategies and tactics, as well as in the classic concepts of independence, accountability and transparency, are analyzed and discussed. With chapters written by outstanding scholars in economics, this lucid Handbook will appeal to academics, policymakers and practitioners, ranging from central bankers and supervisory authorities to financial operators. Among the academics it would be of particular interest to financial and monetary economists (including postgraduate students), but the institutional slant and the central theme of relations between economics, institutional settings and politics will also be invaluable for political scientists.

Handbook of Frontier Markets

Author : Panagiotis Andrikopoulos
Publisher : Academic Press
ISBN 13 : 0128094915
Total Pages : 428 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Handbook of Frontier Markets by : Panagiotis Andrikopoulos

Download or read book Handbook of Frontier Markets written by Panagiotis Andrikopoulos and published by Academic Press. This book was released on 2016-08-05 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt: Handbook of Frontier Markets: Evidence from Asia and International Comparative Studies provides novel insights from academic perspectives about the behavior of investors and prices in several frontier markets. It explores finance issues usually reserved for developed and emerging markets in order to gauge whether these issues are relevant and how they manifest themselves in frontier markets. Frontier markets have now become a popular investment class among institutional investors internationally, with major financial services providers establishing index-benchmarks for this market-category. The anticipation for frontier markets is optimistic uncertainty, and many people believe that, given their growth rates, these markets will be economic success stories. Irrespective of their degrees of success, The Handbook of Frontier Markets can help ensure that the increasing international investment diverted to them will aid in their greater integration within the global financial system. - Presents topics in the contexts of frontier markets and uses tests based on established methodologies from finance research - Features contributing authors who are established university academics - Emphasizes financial institutions and applications of financial risk models - Explores finance issues usually reserved for developed and emerging markets in order to gauge whether these issues are relevant and how they manifest themselves in frontier markets

The Oxford Handbook of Economic Forecasting

Author : Michael P. Clements
Publisher : OUP USA
ISBN 13 : 0195398645
Total Pages : 732 pages
Book Rating : 4.1/5 (953 download)

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Book Synopsis The Oxford Handbook of Economic Forecasting by : Michael P. Clements

Download or read book The Oxford Handbook of Economic Forecasting written by Michael P. Clements and published by OUP USA. This book was released on 2011-07-08 with total page 732 pages. Available in PDF, EPUB and Kindle. Book excerpt: Greater data availability has been coupled with developments in statistical theory and economic theory to allow more elaborate and complicated models to be entertained. These include factor models, DSGE models, restricted vector autoregressions, and non-linear models.

Financial Markets Theory

Author : Emilio Barucci
Publisher : Springer Science & Business Media
ISBN 13 : 1447100891
Total Pages : 473 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Financial Markets Theory by : Emilio Barucci

Download or read book Financial Markets Theory written by Emilio Barucci and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 473 pages. Available in PDF, EPUB and Kindle. Book excerpt: A presentation of classical asset pricing theory, this textbook is the only one to address the economic foundations of financial markets theory from a mathematically rigorous standpoint and to offer a self-contained critical discussion based on empirical results. Tools for understanding the economic analysis are provided, and mathematical models are presented in discrete time/finite state space for simplicity. Examples and exercises included.