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Economics as Anatomy

Author: G.M. Peter Swann

Publisher: Edward Elgar Publishing

Published:

Total Pages: 264

ISBN-13: 1786434865

For most of his career, Peter Swann’s main research interest has been the economics of innovation. But he has also been preoccupied with a second question: what is the best way to study empirical economics? In this book, he uses his knowledge of the first question to answer the second. There are two fundamentally different approaches to innovation: incremental innovation and radical innovation – ‘radical’ in the sense that we go back to the ‘roots’ of empirical economics and take a different tack. An essential lesson from the economics of innovation is that we need both incremental and radical innovation for the maximum beneficial effect on the economy. Swann argues that the same is true for economics as a discipline. This book is a much-awaited sequel to Putting Econometrics in its Place which explored what other methods should be used, and why. This book is about the best way of organising the economics discipline, to ensure that it pursues this wide variety of methods to maximum effect.

Applied Econometrics with R

Author: Christian Kleiber

Publisher: Springer Science & Business Media

Published: 2008-12-10

Total Pages: 229

ISBN-13: 0387773185

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R is a language and environment for data analysis and graphics. It may be considered an implementation of S, an award-winning language initially - veloped at Bell Laboratories since the late 1970s. The R project was initiated by Robert Gentleman and Ross Ihaka at the University of Auckland, New Zealand, in the early 1990s, and has been developed by an international team since mid-1997. Historically, econometricians have favored other computing environments, some of which have fallen by the wayside, and also a variety of packages with canned routines. We believe that R has great potential in econometrics, both for research and for teaching. There are at least three reasons for this: (1) R is mostly platform independent and runs on Microsoft Windows, the Mac family of operating systems, and various ?avors of Unix/Linux, and also on some more exotic platforms. (2) R is free software that can be downloaded and installed at no cost from a family of mirror sites around the globe, the Comprehensive R Archive Network (CRAN); hence students can easily install it on their own machines. (3) R is open-source software, so that the full source code is available and can be inspected to understand what it really does, learn from it, and modify and extend it. We also like to think that platform independence and the open-source philosophy make R an ideal environment for reproducible econometric research.

International Partnership in Russia

Author: James Henderson

Publisher: Springer

Published: 2014-02-17

Total Pages: 366

ISBN-13: 1137352272

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International Partnership in Russia provides a unique insight into the joint ventures formed by international oil companies in Russia during the post-Soviet era. It outlines the highs and lows in their fortunes and analyses the reasons for their successes and failures.

A History of Econometrics

Author: Duo Qin

Publisher: OUP Oxford

Published: 2013-07-25

Total Pages: 257

ISBN-13: 0191668680

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Reformation of Econometrics is a sequel to The Formation of Econometrics: A Historical Perspective (1993, OUP) which traces the formation of econometric theory during the period 1930-1960. This book provides an account of the advances in the field of econometrics since the 1970s. Based on original research, it focuses on the reformists' movement and schools of thought and practices that attempted a paradigm shift in econometrics in the 1970s and 1980s. It describes the formation and consolidation of the Cowles Commission (CC) paradigm and traces and analyses the three major methodological attempts to resolve problems involved in model choice and specification of the CC paradigm. These attempts have reoriented the focus of econometric research from internal questions (how to optimally estimate a priori given structural parameters) to external questions (how to choose, design, and specify models). It also examines various modelling issues and problems through two case studies - modelling the Phillips curve and business cycles. The third part of the book delves into the development of three key aspects of model specification in detail - structural parameters, error terms, and model selection and design procedures. The final chapter uses citation analyses to study the impact of the CC paradigm over the span of three and half decades (1970-2005). The citation statistics show that the impact has remained extensive and relatively strong in spite of certain weakening signs. It implies that the reformative attempts have fallen short of causing a paradigm shift.

A Guide to Econometrics

Author: Peter Kennedy

Publisher: John Wiley & Sons

Published: 2008-02-19

Total Pages: 608

ISBN-13: 1405182571

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Dieses etwas andere Lehrbuch bietet keine vorgefertigten Rezepte und Problemlösungen, sondern eine kritische Diskussion ökonometrischer Modelle und Methoden: voller überraschender Fragen, skeptisch, humorvoll und anwendungsorientiert. Sein Erfolg gibt ihm Recht.

Rescuing Econometrics

Author: Duo Qin

Publisher: Taylor & Francis

Published: 2023-12-01

Total Pages: 129

ISBN-13: 1003819389

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Haavelmo’s 1944 monograph, The Probability Approach in Econometrics, is widely acclaimed as the manifesto of econometrics. This book challenges Haavelmo’s probability approach, shows how its use is delivering defective and inefficient results, and argues for a paradigm shift in econometrics towards a full embrace of machine learning, with its attendant benefits. Machine learning has only come into existence over recent decades, whereas the universally accepted and current form of econometrics has developed over the past century. A comparison between the two is, however, striking. The practical achievements of machine learning significantly outshine those of econometrics, confirming the presence of widespread inefficiencies in current econometric research. The relative efficiency of machine learning is based on its theoretical foundation, and particularly on the notion of Probably Approximately Correct (PAC) learning. Careful examination reveals that PAC learning theory delivers the goals of applied economic modelling research far better than Haavelmo’s probability approach. Econometrics should therefore renounce its outdated foundation, and rebuild itself upon PAC learning theory so as to unleash its pent-up research potential. The book is catered for applied economists, econometricians, economists specialising in the history and methodology of economics, advanced students, philosophers of social sciences.

Econometrics for Financial Applications

Author: Ly H. Anh

Publisher: Springer

Published: 2017-12-18

Total Pages: 1081

ISBN-13: 3319731505

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This book addresses both theoretical developments in and practical applications of econometric techniques to finance-related problems. It includes selected edited outcomes of the International Econometric Conference of Vietnam (ECONVN2018), held at Banking University, Ho Chi Minh City, Vietnam on January 15-16, 2018. Econometrics is a branch of economics that uses mathematical (especially statistical) methods to analyze economic systems, to forecast economic and financial dynamics, and to develop strategies for achieving desirable economic performance. An extremely important part of economics is finances: a financial crisis can bring the whole economy to a standstill and, vice versa, a smart financial policy can dramatically boost economic development. It is therefore crucial to be able to apply mathematical techniques of econometrics to financial problems. Such applications are a growing field, with many interesting results – and an even larger number of challenges and open problems.

Rational Econometric Man

Author: Edward J. Nell

Publisher: Edward Elgar Publishing

Published: 2013-09-30

Total Pages: 576

ISBN-13: 1849809623

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•If you are interested in understanding the underlying philosophical reasons why structural econometrics seems dead, read this book. Not only do the authors provide a comprehensive, stimulating, and provocative account of the debate and literature, the

Enjoyable Econometrics

Author: Philip Hans Franses

Publisher: Cambridge University Press

Published: 2018-07-05

Total Pages: 301

ISBN-13: 1107164613

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Applies econometric methods to a variety of unusual and engaging research questions.