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Structural Changes and Their Econometric Modeling

Structural Changes and Their Econometric Modeling
Author: Vladik Kreinovich
Publisher:
Total Pages:
Release: 2019
Genre: Econometric models
ISBN: 9783030042646

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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.


Structural Changes and their Econometric Modeling

Structural Changes and their Econometric Modeling
Author: Vladik Kreinovich
Publisher: Springer
Total Pages: 776
Release: 2018-11-24
Genre: Technology & Engineering
ISBN: 3030042634

Download Structural Changes and their Econometric Modeling Book in PDF, ePub and Kindle

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.


Econometrics of Structural Change

Econometrics of Structural Change
Author: Walter Krämer
Publisher: Springer Science & Business Media
Total Pages: 134
Release: 2012-12-06
Genre: Business & Economics
ISBN: 3642484123

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Econometric models are made up of assumptions which never exactly match reality. Among the most contested ones is the requirement that the coefficients of an econometric model remain stable over time. Recent years have therefore seen numerous attempts to test for it or to model possible structural change when it can no longer be ignored. This collection of papers from Empirical Economics mirrors part of this development. The point of departure of most studies in this volume is the standard linear regression model Yt = x;fJt + U (t = I, ... , 1), t where notation is obvious and where the index t emphasises the fact that structural change is mostly discussed and encountered in a time series context. It is much less of a problem for cross section data, although many tests apply there as well. The null hypothesis of most tests for structural change is that fJt = fJo for all t, i.e. that the same regression applies to all time periods in the sample and that the disturbances u are well behaved. The well known Chow test for instance assumes t that there is a single structural shift at a known point in time, i.e. that fJt = fJo (t


Economic Structural Change

Economic Structural Change
Author: Peter Hackl
Publisher: Springer Science & Business Media
Total Pages: 377
Release: 2013-06-29
Genre: Business & Economics
ISBN: 3662068249

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Structural change is a fundamental concept in economic model building. Statistics and econometrics provide the tools for identification of change, for estimating the onset of a change, for assessing its extent and relevance. Statistics and econometrics also have de veloped models that are suitable for picturing the data-generating process in the presence of structural change by assimilating the changes or due to the robustness to its presence. Important subjects in this context are forecasting methods. The need for such methods became obvious when, as a consequence of the oil price shock, the results of empirical analyses suddenly seemed to be much less reliable than before. Nowadays, economists agree that models with fixed structure that picture reality over longer periods are illusions. An example for less dramatic causes than the oil price shock with similarly profound effects is economic growth and its impacts on the economic system. Indeed, economic growth was a motivating concept for this volume. In 1983, the International Institute for Applied Systems Analysis (IIASA) in Laxen burg/ Austria initiated an ambitious project on "Economic Growth and Structural Change".


Econometrics of Structural Change

Econometrics of Structural Change
Author: Walter Krämer
Publisher: Springer
Total Pages: 128
Release: 1989
Genre: Econometric models.
ISBN: 9780387913575

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Statistical Analysis and Forecasting of Economic Structural Change

Statistical Analysis and Forecasting of Economic Structural Change
Author: Peter Hackl
Publisher: Springer Science & Business Media
Total Pages: 495
Release: 2013-03-09
Genre: Business & Economics
ISBN: 366202571X

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In 1984, the University of Bonn (FRG) and the International Institute for Applied System Analysis (IIASA) in Laxenburg (Austria), created a joint research group to analyze the relationship between economic growth and structural change. The research team was to examine the commodity composition as well as the size and direction of commodity and credit flows among countries and regions. Krelle (1988) reports on the results of this "Bonn-IIASA" research project. At the same time, an informal IIASA Working Group was initiated to deal with prob lems of the statistical analysis of economic data in the context of structural change: What tools do we have to identify nonconstancy of model parameters? What type of models are particularly applicable to nonconstant structure? How is forecasting affected by the presence of nonconstant structure? What problems should be anticipated in applying these tools and models? Some 50 experts, mainly statisticians or econometricians from about 15 countries, came together in Lodz, Poland (May 1985); Berlin, GDR (June 1986); and Sulejov, Poland (September 1986) to present and discuss their findings. This volume contains a selected set of those conference contributions as well as several specially invited chapters.


Structural Econometric Models

Structural Econometric Models
Author: Eugene Choo
Publisher: Emerald Group Publishing
Total Pages: 350
Release: 2013-12-18
Genre: Business & Economics
ISBN: 1783500530

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This volume focuses on recent developments in the use of structural econometric models in empirical economics. The first part looks at recent developments in the estimation of dynamic discrete choice models. The second part looks at recent advances in the area empirical matching models.


Economic Structural Change

Economic Structural Change
Author: Peter Hackl
Publisher: Springer
Total Pages: 385
Release: 1991-05-02
Genre: Business & Economics
ISBN: 9783540538394

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Structural change is a fundamental concept in economic model building. Statistics and econometrics provide the tools for identification of change, for estimating the onset of a change, for assessing its extent and relevance. Statistics and econometrics also have de veloped models that are suitable for picturing the data-generating process in the presence of structural change by assimilating the changes or due to the robustness to its presence. Important subjects in this context are forecasting methods. The need for such methods became obvious when, as a consequence of the oil price shock, the results of empirical analyses suddenly seemed to be much less reliable than before. Nowadays, economists agree that models with fixed structure that picture reality over longer periods are illusions. An example for less dramatic causes than the oil price shock with similarly profound effects is economic growth and its impacts on the economic system. Indeed, economic growth was a motivating concept for this volume. In 1983, the International Institute for Applied Systems Analysis (IIASA) in Laxen burg/ Austria initiated an ambitious project on "Economic Growth and Structural Change".


The Econometrics of Structural Change, with Special Emphasis on Spline Functions

The Econometrics of Structural Change, with Special Emphasis on Spline Functions
Author: Dale J. Poirier
Publisher: North-Holland
Total Pages: 224
Release: 1976
Genre: Business & Economics
ISBN:

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An introduction to models of structural change; Linear splines; Cubic splines; Bilineart splines; Cobb-Douglas splines; Splines lags: why the almon lag has gone to pieces; A survey of estimation techniques for models with unknown points of structural change; The use of splines in multiple regression; Spline loss functions.