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Identification Methods In Vector Error Correction Models
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Book Synopsis Likelihood-based Inference in Cointegrated Vector Autoregressive Models by : Søren Johansen
Download or read book Likelihood-based Inference in Cointegrated Vector Autoregressive Models written by Søren Johansen and published by Oxford University Press, USA. This book was released on 1995 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph is concerned with the statistical analysis of multivariate systems of non-stationary time series of type I. It applies the concepts of cointegration and common trends in the framework of the Gaussian vector autoregressive model.
Book Synopsis Model Reduction Methods for Vector Autoregressive Processes by : Ralf Brüggemann
Download or read book Model Reduction Methods for Vector Autoregressive Processes written by Ralf Brüggemann and published by Springer Science & Business Media. This book was released on 2012-09-25 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: 1. 1 Objective of the Study Vector autoregressive (VAR) models have become one of the dominant research tools in the analysis of macroeconomic time series during the last two decades. The great success of this modeling class started with Sims' (1980) critique of the traditional simultaneous equation models (SEM). Sims criticized the use of 'too many incredible restrictions' based on 'supposed a priori knowledge' in large scale macroeconometric models which were popular at that time. Therefore, he advo cated largely unrestricted reduced form multivariate time series models, unrestricted VAR models in particular. Ever since his influential paper these models have been employed extensively to characterize the underlying dynamics in systems of time series. In particular, tools to summarize the dynamic interaction between the system variables, such as impulse response analysis or forecast error variance decompo sitions, have been developed over the years. The econometrics of VAR models and related quantities is now well established and has found its way into various textbooks including inter alia Llitkepohl (1991), Hamilton (1994), Enders (1995), Hendry (1995) and Greene (2002). The unrestricted VAR model provides a general and very flexible framework that proved to be useful to summarize the data characteristics of economic time series. Unfortunately, the flexibility of these models causes severe problems: In an unrestricted VAR model, each variable is expressed as a linear function of lagged values of itself and all other variables in the system.
Book Synopsis Structural Vector Autoregressive Analysis by : Lutz Kilian
Download or read book Structural Vector Autoregressive Analysis written by Lutz Kilian and published by Cambridge University Press. This book was released on 2017-11-23 with total page 757 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses the econometric foundations of structural vector autoregressive modeling, as used in empirical macroeconomics, finance, and related fields.
Book Synopsis Structural Changes and their Econometric Modeling by : Vladik Kreinovich
Download or read book Structural Changes and their Econometric Modeling written by Vladik Kreinovich and published by Springer. This book was released on 2018-11-24 with total page 784 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on structural changes and economic modeling. It presents papers describing how to model structural changes, as well as those introducing improvements to the existing before-structural-changes models, making it easier to later on combine these models with techniques describing structural changes. The book also includes related theoretical developments and practical applications of the resulting techniques to economic problems. Most traditional mathematical models of economic processes describe how the corresponding quantities change with time. However, in addition to such relatively smooth numerical changes, economical phenomena often undergo more drastic structural change. Describing such structural changes is not easy, but it is vital if we want to have a more adequate description of economic phenomena – and thus, more accurate and more reliable predictions and a better understanding on how best to influence the economic situation.
Book Synopsis Cointegration and Long-Horizon Forecasting by : Mr.Peter F. Christoffersen
Download or read book Cointegration and Long-Horizon Forecasting written by Mr.Peter F. Christoffersen and published by International Monetary Fund. This book was released on 1997-05-01 with total page 31 pages. Available in PDF, EPUB and Kindle. Book excerpt: Imposing cointegration on a forecasting system, if cointegration is present, is believed to improve long-horizon forecasts. Contrary to this belief, at long horizons nothing is lost by ignoring cointegration when the forecasts are evaluated using standard multivariate forecast accuracy measures. In fact, simple univariate Box-Jenkins forecasts are just as accurate. Our results highlight a potentially important deficiency of standard forecast accuracy measures—they fail to value the maintenance of cointegrating relationships among variables—and we suggest alternatives that explicitly do so.
Book Synopsis Multiple Time Series Models by : Patrick T. Brandt
Download or read book Multiple Time Series Models written by Patrick T. Brandt and published by SAGE. This book was released on 2007 with total page 121 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many analyses of time series data involve multiple, related variables. Modeling Multiple Time Series presents many specification choices and special challenges. This book reviews the main competing approaches to modeling multiple time series: simultaneous equations, ARIMA, error correction models, and vector autoregression. The text focuses on vector autoregression (VAR) models as a generalization of the other approaches mentioned. Specification, estimation, and inference using these models is discussed. The authors also review arguments for and against using multi-equation time series models. Two complete, worked examples show how VAR models can be employed. An appendix discusses software that can be used for multiple time series models and software code for replicating the examples is available. Key Features: * Offers a detailed comparison of different time series methods and approaches. * Includes a self-contained introduction to vector autoregression modeling. * Situates multiple time series modeling as a natural extension of commonly taught statistical models.
Book Synopsis Monetary and Financial Systems in Africa by : Aloysius Ajab Amin
Download or read book Monetary and Financial Systems in Africa written by Aloysius Ajab Amin and published by Springer Nature. This book was released on 2022-05-26 with total page 449 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an overview of the monetary and financial systems seen in Africa. The issues related to these systems are examined to help evaluate their effectiveness in fostering the development of African economies. Economic integration is extensively discussed to highlight variations between different parts of Africa and the specific challenges seen within certain regions. The impact of monetary unions, in particular the CFA franc zone, on economic activities is also explored. This book aims to outline how sustainable development can be achieved in Africa through well-developed financial and monetary institutions and policies. It will be relevant to students, academics and policy makers interested in African and development economics.
Author :International Monetary Fund. Research Dept. Publisher :International Monetary Fund ISBN 13 :1451974167 Total Pages :204 pages Book Rating :4.4/5 (519 download)
Book Synopsis IMF Staff papers, Volume 45 No. 2 by : International Monetary Fund. Research Dept.
Download or read book IMF Staff papers, Volume 45 No. 2 written by International Monetary Fund. Research Dept. and published by International Monetary Fund. This book was released on 1998-01-01 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper analyzes contagion and volatility with imperfect credit markets. The paper interprets contagion effects as an increase in the volatility of shocks impinging on the economy. The implications of this approach are analyzed in a model in which domestic banks borrow at a premium on world capital markets, and domestic producers borrow at a premium from domestic banks. Financial spreads depend on a markup that compensates lenders, in particular, for the expected cost of contract enforcement. Higher volatility increases financial spreads and the producers’ cost of capital.
Book Synopsis Econometric Methods with Applications in Business and Economics by : Christiaan Heij
Download or read book Econometric Methods with Applications in Business and Economics written by Christiaan Heij and published by OUP Oxford. This book was released on 2004-03-25 with total page 814 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nowadays applied work in business and economics requires a solid understanding of econometric methods to support decision-making. Combining a solid exposition of econometric methods with an application-oriented approach, this rigorous textbook provides students with a working understanding and hands-on experience of current econometrics. Taking a 'learning by doing' approach, it covers basic econometric methods (statistics, simple and multiple regression, nonlinear regression, maximum likelihood, and generalized method of moments), and addresses the creative process of model building with due attention to diagnostic testing and model improvement. Its last part is devoted to two major application areas: the econometrics of choice data (logit and probit, multinomial and ordered choice, truncated and censored data, and duration data) and the econometrics of time series data (univariate time series, trends, volatility, vector autoregressions, and a brief discussion of SUR models, panel data, and simultaneous equations). · Real-world text examples and practical exercise questions stimulate active learning and show how econometrics can solve practical questions in modern business and economic management. · Focuses on the core of econometrics, regression, and covers two major advanced topics, choice data with applications in marketing and micro-economics, and time series data with applications in finance and macro-economics. · Learning-support features include concise, manageable sections of text, frequent cross-references to related and background material, summaries, computational schemes, keyword lists, suggested further reading, exercise sets, and online data sets and solutions. · Derivations and theory exercises are clearly marked for students in advanced courses. This textbook is perfect for advanced undergraduate students, new graduate students, and applied researchers in econometrics, business, and economics, and for researchers in other fields that draw on modern applied econometrics.
Book Synopsis Global and National Macroeconometric Modelling by : Anthony Garratt
Download or read book Global and National Macroeconometric Modelling written by Anthony Garratt and published by Oxford University Press (UK). This book was released on 2012-03-15 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: Providing a description of the state of modelling in global and national economies, this title introduces an approach to modelling that can readily be adopted for use in understanding how economies work and in generating forecasts for decision-makers and policy-makers alike.
Book Synopsis Advanced Methodologies and Technologies in Business Operations and Management by : Khosrow-Pour, D.B.A., Mehdi
Download or read book Advanced Methodologies and Technologies in Business Operations and Management written by Khosrow-Pour, D.B.A., Mehdi and published by IGI Global. This book was released on 2018-09-14 with total page 1482 pages. Available in PDF, EPUB and Kindle. Book excerpt: Businesses consistently work on new projects, products, and workflows to remain competitive and successful in the modern business environment. To remain zealous, businesses must employ the most effective methods and tools in human resources, project management, and overall business plan execution as competitors work to succeed as well. Advanced Methodologies and Technologies in Business Operations and Management provides emerging research on business tools such as employee engagement, payout policies, and financial investing to promote operational success. While highlighting the challenges facing modern organizations, readers will learn how corporate social responsibility and utilizing artificial intelligence improve a company’s culture and management. This book is an ideal resource for executives and managers, researchers, accountants, and financial investors seeking current research on business operations and management.
Book Synopsis ADVANCED ECONOMETRIC MODELS. Exercices with EVIEWS by :
Download or read book ADVANCED ECONOMETRIC MODELS. Exercices with EVIEWS written by and published by CESAR PEREZ. This book was released on with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Management Information Systems by : Tomayess Issa
Download or read book Management Information Systems written by Tomayess Issa and published by SAGE Publications Limited. This book was released on 2023-12-06 with total page 381 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook provides a concise introduction to Management Information Systems. It introduces core concepts in an accessible style and adopts a contemporary approach that reflects the opportunities and challenges faced as businesses and technologies continue to evolve. Key features: · Coverage of key issues including sustainability and green IT, ethics and privacy, smart technologies, corporate social responsibility and big data · Definition boxes to consolidate understanding of key terms · Illustrative examples to engage and apply theory in the real-world · Pause for thought boxes to check understanding and encourage reflection · End of chapter case studies to illustrate key topics in practice, encourage critical thinking, application of knowledge and enhance learning · Comprehensive online support including PowerPoints, tutor’s guide and testbank of questions This textbook is suitable for undergraduate and postgraduate students studying introductory Management or Business Information Systems courses with no prior knowledge. Dr Tomayess Issa is a Senior Lecturer at Curtin University, Australia. Dr Theodora Issa is a Senior Lecturer at Curtin University, Australia. Dr Sarita Hardin-Ramanan is Head Faculty of IT at Curtin University, Mauritius. Dr Bilal Abu Salih is a Associate Professor at The University of Jordan, Jordan. Dr Lydia Maketo is a Lecturer at Curtin University, Australia. Dr Rohini Balapumi is a Lecturer at Curtin University, Australia. Dr S. Zaung Nau is a Lecturer at Curtin University, Australia. Dr Raadila Hajee Ahmud-Boodoo is a Teaching Instructor at Curtin University, Australia.
Book Synopsis Introduction to Econometrics by : Christopher Dougherty
Download or read book Introduction to Econometrics written by Christopher Dougherty and published by Oxford University Press, USA. This book was released on 2016 with total page 609 pages. Available in PDF, EPUB and Kindle. Book excerpt: Combining the rigour of econometric theory with an accessible style, Dougherty's step by step explanations and relevant practical exercises ensure students develop an intuitive understanding of econometrics, and gain hands-on experience of the tools used in economic and financial forecasting.
Book Synopsis Exogeneity in Error Correction Models by : Jean-Pierre Urbain
Download or read book Exogeneity in Error Correction Models written by Jean-Pierre Urbain and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 201 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the recent years, the study of cointegrated time series and the use of error correction models have become extremely popular in the econometric literature. This book provides an analysis of the notion of (weak) exogeneity, which is necessary to sustain valid inference in sub-systems, inthe framework of error correction models (ECMs). In many practical situations, the applied econometrician wants to introduce "structure" on his/her model in order to get economically meaningful coefficients. For thispurpose, ECMs in structural form provide an appealing framework, allowing the researcher to introduce (theoretically motivated) identification restrictions on the long run relationships. In this case, the validity of the inference will depend on a number of conditions which are investigated here. In particular,we point out that orthogonality tests, often used to test for weak exogeneity or for general misspecification, behave poorly in finite samples and are often not very useful in cointegrated systems.
Book Synopsis The Methodology and Practice of Econometrics by : Jennifer Castle
Download or read book The Methodology and Practice of Econometrics written by Jennifer Castle and published by OUP Oxford. This book was released on 2009-04-30 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: David F. Hendry is a seminal figure in modern econometrics. He has pioneered the LSE approach to econometrics, and his influence is wide ranging. This book is a collection of papers dedicated to him and his work. Many internationally renowned econometricians who have collaborated with Hendry or have been influenced by his research have contributed to this volume, which provides a reflection on the recent advances in econometrics and considers the future progress for the methodology of econometrics. Central themes of the book include dynamic modelling and the properties of time series data, model selection and model evaluation, forecasting, policy analysis, exogeneity and causality, and encompassing. The book strikes a balance between econometric theory and empirical work, and demonstrates the influence that Hendry's research has had on the direction of modern econometrics. Contributors include: Karim Abadir, Anindya Banerjee, Gunnar Bårdsen, Andreas Beyer, Mike Clements, James Davidson, Juan Dolado, Jurgen Doornik, Robert Engle, Neil Ericsson, Jesus Gonzalo, Clive Granger, David Hendry, Kevin Hoover, Søren Johansen, Katarina Juselius, Steven Kamin, Pauline Kennedy, Maozu Lu, Massimiliano Marcellino, Laura Mayoral, Grayham Mizon, Bent Nielsen, Ragnor Nymoen, Jim Stock, Pravin Trivedi, Paolo Paruolo, Mark Watson, Hal White, and David Zimmer.
Book Synopsis Open Economy Macroeconomics in East Asia by : Ahmad Zubaidi Baharumshah
Download or read book Open Economy Macroeconomics in East Asia written by Ahmad Zubaidi Baharumshah and published by Routledge. This book was released on 2017-11-30 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: The East Asia countries were among the fastest growing economies in the world and of increasing importance to the world economy. These countries have taken the lead in adopting outward-oriented development policies. This volume focuses on the major issues on open economy macroeconomics in the East Asia economies that will be instructive to both academics and policymakers. The emphasis is on the countries that were severely affected by the 1997/98 Asian financial crises. Several aspects of exchange rate, current account, budget deficits, monetary and financial issues are considered in this book. In addition, several chapters are devoted to discussion on the issues of economic integration in the region. The contagion and the currency crisis are also discussed thoroughly. Most of the chapters are empirical in nature and the empirical evidence provided is based on the recent development in time series econometrics methods.