Structural Changes and their Econometric Modeling
Structural Changes and their Econometric Modeling

Author: Vladik Kreinovich

Publisher: Springer

Published: 2018-11-24

Total Pages: 784

ISBN-13: 3030042634

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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.

Econometrics of Structural Change
Econometrics of Structural Change

Author: Walter Krämer

Publisher: Springer Science & Business Media

Published: 2012-12-06

Total Pages: 134

ISBN-13: 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

Large-dimensional Panel Data Econometrics: Testing, Estimation And Structural Changes
Large-dimensional Panel Data Econometrics: Testing, Estimation And Structural Changes

Author: Feng Qu

Publisher: World Scientific

Published: 2020-08-24

Total Pages: 167

ISBN-13: 9811220794

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This book aims to fill the gap between panel data econometrics textbooks, and the latest development on 'big data', especially large-dimensional panel data econometrics. It introduces important research questions in large panels, including testing for cross-sectional dependence, estimation of factor-augmented panel data models, structural breaks in panels and group patterns in panels. To tackle these high dimensional issues, some techniques used in Machine Learning approaches are also illustrated. Moreover, the Monte Carlo experiments, and empirical examples are also utilised to show how to implement these new inference methods. Large-Dimensional Panel Data Econometrics: Testing, Estimation and Structural Changes also introduces new research questions and results in recent literature in this field.

Structural Change and Economic Growth
Structural Change and Economic Growth

Author: Luigi L. Pasinetti

Publisher: CUP Archive

Published: 1981-04-16

Total Pages: 308

ISBN-13: 9780521236072

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This book presents an original theoretical treatment of the problems of maintaining full employment in a multisector economic system

Geography, Structural Change and Economic Development
Geography, Structural Change and Economic Development

Author: Neri Salvadori

Publisher: Edward Elgar Publishing

Published: 2014-05-14

Total Pages: 336

ISBN-13: 1781007756

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The authors in this book regard the process of economic expansion as a non-homogeneous and multifaceted phenomenon which has deeply affected human welfare, and cultural, social and political change. The book is a bridge between the theorists (Rosenstein-Rodan, Lewis, Myrdal, and Hirschmann) who in the post-war period analyzed regional inequalities, structural change and dualism, and the modern literature on economic growth. The latter has emphasized the existence of multiple equilibria, bifurcations and various types of dynamic complexity, and clarified the conditions for the emergence of phenomena such as cumulative causation, path dependence and hysteresis. These are the typical ingredients of structural change, economic development or underdevelopment.

Predictive Econometrics and Big Data
Predictive Econometrics and Big Data

Author: Vladik Kreinovich

Publisher: Springer

Published: 2017-11-30

Total Pages: 788

ISBN-13: 3319709429

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This book presents recent research on predictive econometrics and big data. Gathering edited papers presented at the 11th International Conference of the Thailand Econometric Society (TES2018), held in Chiang Mai, Thailand, on January 10-12, 2018, its main focus is on predictive techniques – which directly aim at predicting economic phenomena; and big data techniques – which enable us to handle the enormous amounts of data generated by modern computers in a reasonable time. The book also discusses the applications of more traditional statistical techniques to econometric problems. Econometrics is a branch of economics that employs mathematical (especially statistical) methods to analyze economic systems, to forecast economic and financial dynamics, and to develop strategies for achieving desirable economic performance. It is therefore important to develop data processing techniques that explicitly focus on prediction. The more data we have, the better our predictions will be. As such, these techniques are essential to our ability to process huge amounts of available data.

Growth and Structural Transformation
Growth and Structural Transformation

Author: Kwang Suk Kim

Publisher: BRILL

Published: 2020-03-17

Total Pages: 224

ISBN-13: 1684172195

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This study provides a comprehensive overview of Korea’s macroeconomic growth and structural change since World War II, and traces some of the roots of development to the colonial period. The authors explore in detail colonial development, changing national income patterns, relative price shifts, sources of aggregate growth, and sources of sectoral structural change, comparing them with other countries.

Economics of Industrial Ecology
Economics of Industrial Ecology

Author: Jeroen C. J. M. van den Bergh

Publisher: MIT Press

Published: 2004

Total Pages: 392

ISBN-13: 9780262220712

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Studies that integrate scientific, technological, and economic dimensions of industrial ecology and material flows. The use of economic modeling techniques in industrial ecology research provides distinct advantages over the customary approach, which focuses on the physical description of material flows. The thirteen chapters of Economics of Industrial Ecology integrate the natural science and technological dimensions of industrial ecology with a rigorous economic approach and by doing so contribute to the advancement of this emerging field. Using a variety of modeling techniques (including econometric, partial and general equilibrium, and input-output models) and applying them to a wide range of materials, economic sectors, and countries, these studies analyze the driving forces behind material flows and structural changes in order to offer guidance for economically and socially feasible policy solutions. After a survey of concepts and relevant research that provides a useful background for the chapters that follow, the book presents historical analyses of structural change from statistical and decomposition approaches; a range of models that predict structural change on the national and regional scale under different policy scenarios; two models that can be used to analyze waste management and recycling operations; and, adopting the perspective of local scale, an analysis of the dynamics of eco-industrial parks in Denmark and the Netherlands. The book concludes with a discussion of the policy implications of an economic approach to industrial ecology.

Structural Econometric Models
Structural Econometric Models

Author: Eugene Choo

Publisher: Emerald Group Publishing

Published: 2013-12-18

Total Pages: 447

ISBN-13: 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.

Structural Economic Dynamics
Structural Economic Dynamics

Author: Luigi Pasinetti

Publisher: Cambridge University Press

Published: 2006-11-02

Total Pages: 212

ISBN-13: 9780521029766

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This book is a theoretical investigation of the influence of human learning on the development through time of a 'pure labour' economy. The theory proposed is a simple one, but aims to grasp the essential features of all industrial economies. Economists have long known that two basic phenomena lie at the root of long-term economic movements in industrial societies: capital accumulation and technical progress. Attention has been concentrated on the former. In this book, by contrast, technical progress is assigned the central role. Within a multi-sector framework, the author examines the structural dynamics of prices, production and employment (implied by differentiated rates of productivity growth and expansion of demand) against a background of 'natural' relations. He also considers a number of institutional problems. Institutional and social learning, know-how, and the diffusion of knowledge emerge as the decisive factors accounting for the success and failure of industrial societies.