Model Reduction Methods for Vector Autoregressive Processes

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Publisher : Springer Science & Business Media
ISBN 13 : 3642170293
Total Pages : 226 pages
Book Rating : 4.6/5 (421 download)

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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.

The Cointegrated VAR Model

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Publisher : OUP Oxford
ISBN 13 : 0191622966
Total Pages : 478 pages
Book Rating : 4.1/5 (916 download)

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Book Synopsis The Cointegrated VAR Model by : Katarina Juselius

Download or read book The Cointegrated VAR Model written by Katarina Juselius and published by OUP Oxford. This book was released on 2006-12-07 with total page 478 pages. Available in PDF, EPUB and Kindle. Book excerpt: This valuable text provides a comprehensive introduction to VAR modelling and how it can be applied. In particular, the author focuses on the properties of the Cointegrated VAR model and its implications for macroeconomic inference when data are non-stationary. The text provides a number of insights into the links between statistical econometric modelling and economic theory and gives a thorough treatment of identification of the long-run and short-run structure as well as of the common stochastic trends and the impulse response functions, providing in each case illustrations of applicability. This book presents the main ingredients of the Copenhagen School of Time-Series Econometrics in a transparent and coherent framework. The distinguishing feature of this school is that econometric theory and applications have been developed in close cooperation. The guiding principle is that good econometric work should take econometrics, institutions, and economics seriously. The author uses a single data set throughout most of the book to guide the reader through the econometric theory while also revealing the full implications for the underlying economic model. To test ensure full understanding the book concludes with the introduction of two new data sets to combine readers understanding of econometric theory and economic models, with economic reality.

Time Series Econometrics

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Author :
Publisher : Springer
ISBN 13 : 331932862X
Total Pages : 421 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis Time Series Econometrics by : Klaus Neusser

Download or read book Time Series Econometrics written by Klaus Neusser and published by Springer. This book was released on 2016-06-14 with total page 421 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text presents modern developments in time series analysis and focuses on their application to economic problems. The book first introduces the fundamental concept of a stationary time series and the basic properties of covariance, investigating the structure and estimation of autoregressive-moving average (ARMA) models and their relations to the covariance structure. The book then moves on to non-stationary time series, highlighting its consequences for modeling and forecasting and presenting standard statistical tests and regressions. Next, the text discusses volatility models and their applications in the analysis of financial market data, focusing on generalized autoregressive conditional heteroskedastic (GARCH) models. The second part of the text devoted to multivariate processes, such as vector autoregressive (VAR) models and structural vector autoregressive (SVAR) models, which have become the main tools in empirical macroeconomics. The text concludes with a discussion of co-integrated models and the Kalman Filter, which is being used with increasing frequency. Mathematically rigorous, yet application-oriented, this self-contained text will help students develop a deeper understanding of theory and better command of the models that are vital to the field. Assuming a basic knowledge of statistics and/or econometrics, this text is best suited for advanced undergraduate and beginning graduate students.

Theory of Cryptography

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Publisher : Springer Science & Business Media
ISBN 13 : 9783540245735
Total Pages : 838 pages
Book Rating : 4.2/5 (457 download)

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Book Synopsis Theory of Cryptography by : Joe Kilian

Download or read book Theory of Cryptography written by Joe Kilian and published by Springer Science & Business Media. This book was released on 2005-01-31 with total page 838 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Second Theory of Cryptography Conference, TCC 2005, held in Cambridge, MA, USA in February 2005. The 32 revised full papers presented were carefully reviewed and selected from 84 submissions. The papers are organized in topical sections on hardness amplification and error correction, graphs and groups, simulation and secure computation, security of encryption, steganography and zero knowledge, secure computation, quantum cryptography and universal composability, cryptographic primitives and security, encryption and signatures, and information theoretic cryptography.

Macroeconomic Linkages Between Hong Kong and Mainland China

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Author :
Publisher : City University of HK Press
ISBN 13 : 9629371618
Total Pages : 345 pages
Book Rating : 4.6/5 (293 download)

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Book Synopsis Macroeconomic Linkages Between Hong Kong and Mainland China by : Hans GENBERY

Download or read book Macroeconomic Linkages Between Hong Kong and Mainland China written by Hans GENBERY and published by City University of HK Press. This book was released on 2008-07-01 with total page 345 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume sheds light on the important policy issues facing both Hong Kong and the Mainland, including how resilient the Hong Kong economy is against external shocks, how large portfolio capital outflows from China will be once its capital account is liberalized, and in what ways fund flows between Hong Kong and the Mainland affect Hong Kong’s monetary and financial conditions. With 11 essays, this monograph can be divided into 2 parts. Part I studies the “real” linkages between Hong Kong and the Mainland, while Part II focuses on the financial linkages. A detailed introduction written by the editors will serve as a non-technical summary of the essays. Published by City University of Hong Kong Press. 香港城市大學出版社出版。

The Cointegrated VAR Model

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Publisher : Oxford University Press, USA
ISBN 13 : 0199285667
Total Pages : 478 pages
Book Rating : 4.1/5 (992 download)

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Book Synopsis The Cointegrated VAR Model by : Katarina Juselius

Download or read book The Cointegrated VAR Model written by Katarina Juselius and published by Oxford University Press, USA. This book was released on 2006-12-07 with total page 478 pages. Available in PDF, EPUB and Kindle. Book excerpt: This valuable text provides a comprehensive introduction to VAR modelling and how it can be applied. In particular, the author focuses on the properties of the Cointegrated VAR model and its implications for macroeconomic inference when data are non-stationary. The text provides a number of insights into the links between statistical econometric modelling and economic theory and gives a thorough treatment of identification of the long-run and short-run structure as well as of thecommon stochastic trends and the impulse response functions, providing in each case illustrations of applicability.This book presents the main ingredients of the Copenhagen School of Time-Series Econometrics in a transparent and coherent framework. The distinguishing feature of this school is that econometric theory and applications have been developed in close cooperation. The guiding principle is that good econometric work should take econometrics, institutions, and economics seriously. The author uses a single data set throughout most of the book to guide the reader through the econometric theory whilealso revealing the full implications for the underlying economic model. To test ensure full understanding the book concludes with the introduction of two new data sets to combine readers understanding of econometric theory and economic models, with economic reality.

Unit Roots, Cointegration, and Structural Change

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Author :
Publisher : Cambridge University Press
ISBN 13 : 9780521587822
Total Pages : 528 pages
Book Rating : 4.5/5 (878 download)

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Book Synopsis Unit Roots, Cointegration, and Structural Change by : G. S. Maddala

Download or read book Unit Roots, Cointegration, and Structural Change written by G. S. Maddala and published by Cambridge University Press. This book was released on 1998 with total page 528 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive review of unit roots, cointegration and structural change from a best-selling author.

Time Series and Panel Data Econometrics

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Publisher : Oxford University Press
ISBN 13 : 0191058475
Total Pages : 1443 pages
Book Rating : 4.1/5 (91 download)

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Book Synopsis Time Series and Panel Data Econometrics by : M. Hashem Pesaran

Download or read book Time Series and Panel Data Econometrics written by M. Hashem Pesaran and published by Oxford University Press. This book was released on 2015-10-01 with total page 1443 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is concerned with recent developments in time series and panel data techniques for the analysis of macroeconomic and financial data. It provides a rigorous, nevertheless user-friendly, account of the time series techniques dealing with univariate and multivariate time series models, as well as panel data models. It is distinct from other time series texts in the sense that it also covers panel data models and attempts at a more coherent integration of time series, multivariate analysis, and panel data models. It builds on the author's extensive research in the areas of time series and panel data analysis and covers a wide variety of topics in one volume. Different parts of the book can be used as teaching material for a variety of courses in econometrics. It can also be used as reference manual. It begins with an overview of basic econometric and statistical techniques, and provides an account of stochastic processes, univariate and multivariate time series, tests for unit roots, cointegration, impulse response analysis, autoregressive conditional heteroskedasticity models, simultaneous equation models, vector autoregressions, causality, forecasting, multivariate volatility models, panel data models, aggregation and global vector autoregressive models (GVAR). The techniques are illustrated using Microfit 5 (Pesaran and Pesaran, 2009, OUP) with applications to real output, inflation, interest rates, exchange rates, and stock prices.

Likelihood-based Inference in Cointegrated Vector Autoregressive Models

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Author :
Publisher : Oxford University Press, USA
ISBN 13 : 0198774508
Total Pages : 280 pages
Book Rating : 4.1/5 (987 download)

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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.

An Introduction to Wavelets and Other Filtering Methods in Finance and Economics

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Publisher : Elsevier
ISBN 13 : 0080509223
Total Pages : 383 pages
Book Rating : 4.0/5 (85 download)

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Book Synopsis An Introduction to Wavelets and Other Filtering Methods in Finance and Economics by : Ramazan Gençay

Download or read book An Introduction to Wavelets and Other Filtering Methods in Finance and Economics written by Ramazan Gençay and published by Elsevier. This book was released on 2001-10-12 with total page 383 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Introduction to Wavelets and Other Filtering Methods in Finance and Economics presents a unified view of filtering techniques with a special focus on wavelet analysis in finance and economics. It emphasizes the methods and explanations of the theory that underlies them. It also concentrates on exactly what wavelet analysis (and filtering methods in general) can reveal about a time series. It offers testing issues which can be performed with wavelets in conjunction with the multi-resolution analysis. The descriptive focus of the book avoids proofs and provides easy access to a wide spectrum of parametric and nonparametric filtering methods. Examples and empirical applications will show readers the capabilities, advantages, and disadvantages of each method. - The first book to present a unified view of filtering techniques - Concentrates on exactly what wavelets analysis and filtering methods in general can reveal about a time series - Provides easy access to a wide spectrum of parametric and non-parametric filtering methods

Applied Time Series Econometrics

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Publisher : University of Nairobi Press
ISBN 13 : 9966792112
Total Pages : 205 pages
Book Rating : 4.9/5 (667 download)

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Book Synopsis Applied Time Series Econometrics by : Geda, Alemayehu

Download or read book Applied Time Series Econometrics written by Geda, Alemayehu and published by University of Nairobi Press. This book was released on 2015-03-16 with total page 205 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book attempts to demystify time series econometrics so as to equip macroeconomic researchers focusing on Africa with solid but accessible foundation in applied time series techniques that can deal with challenges of developing economic models using African data.

Handbook of Financial Time Series

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Publisher : Springer Science & Business Media
ISBN 13 : 3540712976
Total Pages : 1045 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Handbook of Financial Time Series by : Torben Gustav Andersen

Download or read book Handbook of Financial Time Series written by Torben Gustav Andersen and published by Springer Science & Business Media. This book was released on 2009-04-21 with total page 1045 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Financial Time Series gives an up-to-date overview of the field and covers all relevant topics both from a statistical and an econometrical point of view. There are many fine contributions, and a preamble by Nobel Prize winner Robert F. Engle.

Contemporary Issues in Economics and Econometrics

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Publisher : Edward Elgar Publishing
ISBN 13 : 9781782543756
Total Pages : 264 pages
Book Rating : 4.5/5 (437 download)

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Book Synopsis Contemporary Issues in Economics and Econometrics by : Stan Hurn

Download or read book Contemporary Issues in Economics and Econometrics written by Stan Hurn and published by Edward Elgar Publishing. This book was released on 2004-01-01 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: 'All of the papers share a high level of practical relevance and usefulness that is sometimes missing in economic research. Indeed, the reader will find that very issue taken up as the theme of Paul Klemperer's delightful essay, and all five papers under the heading of "econometric theory" will be extremely useful for most applied researchers. I hope that the reader will also share my feeling of gratitude toward Ralf Becker and Stan Hurn for putting together this outstanding permanent record of some of the conference's most important contributions.' - From the foreword by James D. Hamilton, University of California, San Diego, US This authoritative collection of papers covers a broad spectrum of topics in theoretical and applied economics and econometrics. The tone of the book is set by Paul Klemperer's contribution on using and abusing economic theory, in which academics are encouraged to widen the scope of their analyses beyond the confines of elegant models which sometimes lack 'real-world' detail. As a result, many of the chapters in this volume share a high degree of practical relevance.

Modern Econometric Analysis

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Publisher : Springer Science & Business Media
ISBN 13 : 3540326936
Total Pages : 236 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Modern Econometric Analysis by : Olaf Hübler

Download or read book Modern Econometric Analysis written by Olaf Hübler and published by Springer Science & Business Media. This book was released on 2007-04-29 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book leading German econometricians in different fields present survey articles of the most important new methods in econometrics. The book gives an overview of the field and it shows progress made in recent years and remaining problems.

The Energy Journal

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Publisher :
ISBN 13 :
Total Pages : 652 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis The Energy Journal by :

Download or read book The Energy Journal written by and published by . This book was released on 2001 with total page 652 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Structural Vector Autoregressive Analysis

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Publisher : Cambridge University Press
ISBN 13 : 1107196574
Total Pages : 757 pages
Book Rating : 4.1/5 (71 download)

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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.

Panel Data Econometrics with R

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1118949188
Total Pages : 435 pages
Book Rating : 4.1/5 (189 download)

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Book Synopsis Panel Data Econometrics with R by : Yves Croissant

Download or read book Panel Data Econometrics with R written by Yves Croissant and published by John Wiley & Sons. This book was released on 2018-08-10 with total page 435 pages. Available in PDF, EPUB and Kindle. Book excerpt: Panel Data Econometrics with R provides a tutorial for using R in the field of panel data econometrics. Illustrated throughout with examples in econometrics, political science, agriculture and epidemiology, this book presents classic methodology and applications as well as more advanced topics and recent developments in this field including error component models, spatial panels and dynamic models. They have developed the software programming in R and host replicable material on the book’s accompanying website.