The Siml Filtering Method For Noisy Non Stationary Economic Time Series
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The Siml Filtering Method For Noisy Non Stationary Economic Time Series
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Author : Naoto Kunitomo
language : en
Publisher: Springer Nature
Release Date : 2025-03-03
The Siml Filtering Method For Noisy Non Stationary Economic Time Series written by Naoto Kunitomo and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-03 with Mathematics categories.
In this book, we explain the development of a new filtering method to estimate the hidden states of random variables for multiple non-stationary time series data. This method is particularly helpful in analyzing small-sample non-stationary macro-economic time series. The method is based on the frequency-domain application of the separating information maximum likelihood (SIML) method, which was proposed by Kunitomo, Sato, and Kurisu (Springer, 2018) for financial high-frequency time series. We solve the filtering problem of hidden random variables of trend-cycle, seasonal, and measurement-error components and propose a method to handle macro-economic time series. The asymptotic theory based on the frequency-domain analysis for non-stationary time series is developed with illustrative applications, including properties of the method of Muller and Watson (2018), and analyses of macro-economic data in Japan. Vast research has been carried out on the use of statistical time series analysis for macro-economic time series. One important feature of the series, which is different from standard statistical time series analysis, is that the observed time series is an apparent mixture of non-stationary and stationary components. We apply the SIML method for estimating the non-stationary errors-in-variables models. As well, we discuss the asymptotic and finite sample properties of the estimation of unknown parameters in the statistical models. Finally, we utilize their results to solve the filtering problem of hidden random variables and to show that they lead to new a way to handle macro-economic time series.
Money And The Economy
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Author : Karl Brunner
language : en
Publisher: Cambridge University Press
Release Date : 1997-07-24
Money And The Economy written by Karl Brunner and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997-07-24 with Business & Economics categories.
This volume offers a unique perspective on a key issue of monetary economics: the effect of money on output. Karl Brunner and Allan Meltzer address the theoretical aspects of this issue with the purpose of understanding their policy implications. They offer an historical and at times provocative overview on the relationship between money and output, and go on to present their well-known model of a monetary economy, before examining the real sector. Throughout the volume, their views are confronted with competing explanations in order to highlight differences. The monetarist flavour of the volume emerges most clearly in frequent arguments pointing to the relative stability of the private sector.
Alternative Approaches To Economic Theory
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Author : Victor A. Beker
language : en
Publisher: Routledge
Release Date : 2019-06-11
Alternative Approaches To Economic Theory written by Victor A. Beker and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-06-11 with Business & Economics categories.
The 2007–2008 financial crisis exposed the shortcomings of mainstream economic theory with economists unprepared to deal with it. In the face of this, a major rethinking of economics seems necessary and in presenting alternative approaches to economic theory, this book contributes to the rebuilding of the discipline. This volume brings together contributions from different perspectives and theoretical approaches that address the challenge of updating the economic theory corpus and seek to recover prestige for this discipline after the failure of neoclassical economics. It addresses a range of topics, including the complexity approach to economics, category theory, the Post-Keynesian approach to micro and macroeconomics, financialisation, multidimensional analysis and ecological economics. The book is aimed at economics scholars, researchers, academics and practitioners, as well as upper undergraduates and graduates in this area of knowledge. It may also be of interest for people interested in methodological issues in economics and the relationship between economic theory and the real world.
Forecasting Financial Markets In India
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Author : Rudra Prakash Pradhan
language : en
Publisher: Allied Publishers
Release Date : 2009
Forecasting Financial Markets In India written by Rudra Prakash Pradhan and has been published by Allied Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009 with Finance, Personal categories.
Papers presented at the Forecasting Financial Markets in India, held at Kharagpur during 29-31 December 2008.
An Introduction To Wavelets And Other Filtering Methods In Finance And Economics
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Author : Ramazan Gençay
language : en
Publisher: Elsevier
Release Date : 2001-10-12
An Introduction To Wavelets And Other Filtering Methods In Finance And Economics written by Ramazan Gençay and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001-10-12 with Business & Economics categories.
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
Essentials Of Time Series Econometrics
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Author : Rajat Chopra
language : en
Publisher: Educohack Press
Release Date : 2025-02-20
Essentials Of Time Series Econometrics written by Rajat Chopra and has been published by Educohack Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-20 with Science categories.
"Essentials of Time Series Econometrics" explores the fundamental principles, methodologies, and practical applications of time series analysis in economics, finance, and related fields. Designed for students, researchers, and practitioners, this guide covers both theoretical foundations and practical techniques used to analyze temporal data and make informed decisions. We cover a wide range of topics, including basic concepts such as stationarity and autocorrelation, as well as advanced techniques like machine learning approaches, Bayesian analysis, and high-frequency data analysis. Each chapter provides clear explanations of key concepts, methodologies, and mathematical principles. Real-world examples and case studies illustrate the application of time series analysis in various domains. Hands-on exercises and practical assignments reinforce understanding and develop analytical skills. Contributions from leading experts ensure readers benefit from the latest research findings. A companion website offers additional resources, including datasets, code examples, and supplementary materials. This book is ideal for students, researchers, and practitioners looking to build a solid foundation in time series econometrics or apply advanced techniques to real-world problems.
Quantitative And Applied Research Methodology In Economics
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Author : Niranjan Devkota
language : en
Publisher: Taylor & Francis
Release Date : 2025-06-06
Quantitative And Applied Research Methodology In Economics written by Niranjan Devkota and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-06 with Business & Economics categories.
This book is an illustrative and comprehensive guide designed to help readers understand and navigate the complex world of academic writing and research in economics. Written by experienced researchers, this book offers theoretical and practical insights into the research process. It provides an understanding of the foundations of the research process like research design, methodology, problem definition, data collection, and analysis, among others. The authors also share insights into the process of preparing, proofreading, and publishing academic papers. With their experience in the field of academic research to this book, they provide practical examples and step-by-step guidance to assist in research-related issues. The section on how to prepare and publish academic papers is a must-read for students and early-career researchers, as it offers valuable guidance on how to succeed in the highly competitive world of academic publishing. With its clear and concise writing, this book will be an indispensable resource for undergraduate and postgraduate economics students, teachers, independent readers, and early-career researchers as well as those seeking a deeper understanding of research methodology in economics.
Business Cycles And Depressions
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Author : David Glasner
language : en
Publisher: Routledge
Release Date : 2013-12-16
Business Cycles And Depressions written by David Glasner and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-12-16 with Business & Economics categories.
Experts define, review, and evaluate economic fluctuations Economic and business uncertainty dominate today's economic analyses. This new Encyclopedia illuminates the subject by offering 323 original articles on every major aspect of business cycles, fluctuations, financial crises, recessions, and depressions. The work of more than 200 experts, including many of the leading researchers in the field, the articles cover a broad range of subjects, including capsule biographies of leading economists born before 1920. Individual entries explore banking panics, the cobweb cycle, consumer durables, the depression of 1937-1938, Otto Eckstein, Friedrich Engels, experimental price bubbles, forced savings, lass-Steagall Act, Friedrich hagen, qualitative indicators, use of macro-econometric models, monetary neutrality, Phillips Curve, Paul Samuelson, Say's law, supply-side recessions, James Tokin, trend and random wages, Thorstein Veblen, worker-job turnover, and more.
The New Palgrave Dictionary Of Money And Finance
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Author : John Eatwell
language : en
Publisher: Springer
Release Date : 1992-10-14
The New Palgrave Dictionary Of Money And Finance written by John Eatwell and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992-10-14 with Business & Economics categories.
The first reference work ever to be awarded the Eccles Prize for Excellence in Economic Writing from Columbia Business School. Continuing in the tradition of The New Palgrave , this 3-volume set provides an unparalleled guide to modern money, banking and finance. In over 1,000 substantial essays by leading academic and professional authorities, it provides the most comprehensive analysis available of contemporary theory and the fast-evolving global monetary and financial framework. In its scope and depth of coverage, it is indispensable for the academic and practitioner alike.
Applied Quantitative Methods For Trading And Investment
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Author : Christian L. Dunis
language : en
Publisher: John Wiley & Sons
Release Date : 2004-01-09
Applied Quantitative Methods For Trading And Investment written by Christian L. Dunis and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-01-09 with Business & Economics categories.
This book provides a manual on quantitative financial analysis. Focusing on advanced methods for modelling financial markets in the context of practical financial applications, it will cover data, software and techniques that will enable the reader to implement and interpret quantitative methodologies, specifically for trading and investment. Includes contributions from an international team of academics and quantitative asset managers from Morgan Stanley, Barclays Global Investors, ABN AMRO and Credit Suisse First Boston. Fills the gap for a book on applied quantitative investment & trading models Provides details of how to combine various models to manage and trade a portfolio