Statistical Inferences In Dynamic Economic Models

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Economic Modeling and Inference

Author : Bent Jesper Christensen
Publisher : Princeton University Press
ISBN 13 : 9780691120591
Total Pages : 508 pages
Book Rating : 4.1/5 (25 download)

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Book Synopsis Economic Modeling and Inference by : Bent Jesper Christensen

Download or read book Economic Modeling and Inference written by Bent Jesper Christensen and published by Princeton University Press. This book was released on 2009 with total page 508 pages. Available in PDF, EPUB and Kindle. Book excerpt: Economic Modeling and Inference takes econometrics to a new level by demonstrating how to combine modern economic theory with the latest statistical inference methods to get the most out of economic data. This graduate-level textbook draws applications from both microeconomics and macroeconomics, paying special attention to financial and labor economics, with an emphasis throughout on what observations can tell us about stochastic dynamic models of rational optimizing behavior and equilibrium. Bent Jesper Christensen and Nicholas Kiefer show how parameters often thought estimable in applications are not identified even in simple dynamic programming models, and they investigate the roles of extensions, including measurement error, imperfect control, and random utility shocks for inference. When all implications of optimization and equilibrium are imposed in the empirical procedures, the resulting estimation problems are often nonstandard, with the estimators exhibiting nonregular asymptotic behavior such as short-ranked covariance, superconsistency, and non-Gaussianity. Christensen and Kiefer explore these properties in detail, covering areas including job search models of the labor market, asset pricing, option pricing, marketing, and retirement planning. Ideal for researchers and practitioners as well as students, Economic Modeling and Inference uses real-world data to illustrate how to derive the best results using a combination of theory and cutting-edge econometric techniques. Covers identification and estimation of dynamic programming models Treats sources of error--measurement error, random utility, and imperfect control Features financial applications including asset pricing, option pricing, and optimal hedging Describes labor applications including job search, equilibrium search, and retirement Illustrates the wide applicability of the approach using micro, macro, and marketing examples

Statistical Inference in Dynamic Economic Models

Author : Yale University. Cowles Foundation for Research in Economics
Publisher :
ISBN 13 :
Total Pages : 438 pages
Book Rating : 4.:/5 (254 download)

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Book Synopsis Statistical Inference in Dynamic Economic Models by : Yale University. Cowles Foundation for Research in Economics

Download or read book Statistical Inference in Dynamic Economic Models written by Yale University. Cowles Foundation for Research in Economics and published by . This book was released on 1962 with total page 438 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Statistical inference in dynamic economic models

Author : Tjalling C. Koopmans
Publisher :
ISBN 13 :
Total Pages : 438 pages
Book Rating : 4.:/5 (254 download)

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Book Synopsis Statistical inference in dynamic economic models by : Tjalling C. Koopmans

Download or read book Statistical inference in dynamic economic models written by Tjalling C. Koopmans and published by . This book was released on 1958 with total page 438 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Simulating Social Phenomena

Author : Rosaria Conte
Publisher : Springer
ISBN 13 :
Total Pages : 556 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Simulating Social Phenomena by : Rosaria Conte

Download or read book Simulating Social Phenomena written by Rosaria Conte and published by Springer. This book was released on 1997-08-19 with total page 556 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book experts from quite different fields present simulations of social phenomena: economists, sociologists, political scientists, psychologists, cognitive scientists, organisational scientists, decision scientists, geographers, computer scientists, AI and AL scientists, mathematicians and statisticians. They simulate markets, organisations, economic dynamics, coalition formation, the emergence of cooperation and exchange, bargaining, decision making, learning, and adaptation. The history, problems, and perspectives of simulating social phenomena are explicitly discussed.

Bayesian Inference in Dynamic Econometric Models

Author : Luc Bauwens
Publisher : OUP Oxford
ISBN 13 : 0191588466
Total Pages : 370 pages
Book Rating : 4.1/5 (915 download)

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Book Synopsis Bayesian Inference in Dynamic Econometric Models by : Luc Bauwens

Download or read book Bayesian Inference in Dynamic Econometric Models written by Luc Bauwens and published by OUP Oxford. This book was released on 2000-01-06 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains an up-to-date coverage of the last twenty years advances in Bayesian inference in econometrics, with an emphasis on dynamic models. It shows how to treat Bayesian inference in non linear models, by integrating the useful developments of numerical integration techniques based on simulations (such as Markov Chain Monte Carlo methods), and the long available analytical results of Bayesian inference for linear regression models. It thus covers a broad range of rather recent models for economic time series, such as non linear models, autoregressive conditional heteroskedastic regressions, and cointegrated vector autoregressive models. It contains also an extensive chapter on unit root inference from the Bayesian viewpoint. Several examples illustrate the methods.

Statistical Inference in Dynamic Economic Models

Author : Tjalling Koopmans
Publisher : Hassell Street Press
ISBN 13 : 9781015011458
Total Pages : 464 pages
Book Rating : 4.0/5 (114 download)

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Book Synopsis Statistical Inference in Dynamic Economic Models by : Tjalling Koopmans

Download or read book Statistical Inference in Dynamic Economic Models written by Tjalling Koopmans and published by Hassell Street Press. This book was released on 2021-09-10 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work has been selected by scholars as being culturally important and is part of the knowledge base of civilization as we know it. This work is in the public domain in the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work. Scholars believe, and we concur, that this work is important enough to be preserved, reproduced, and made generally available to the public. To ensure a quality reading experience, this work has been proofread and republished using a format that seamlessly blends the original graphical elements with text in an easy-to-read typeface. We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant.

Statistical Inference in Continuous Time Economic Models

Author : Albert Rex Bergstrom
Publisher : North-Holland
ISBN 13 :
Total Pages : 352 pages
Book Rating : 4.:/5 ( download)

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Book Synopsis Statistical Inference in Continuous Time Economic Models by : Albert Rex Bergstrom

Download or read book Statistical Inference in Continuous Time Economic Models written by Albert Rex Bergstrom and published by North-Holland. This book was released on 1976 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Non-recursive models as discrete approximations to systems of stochastic differential equations; Some discrete approximations to continuous time stochastic models; Econometric estimation of stochastic differential equation systems; The structural estimation of a stochastic differnetial equation system; The problem of identification in finite parameter continuous time models; The estimation of linear stochastic differnetial equations with exogenous variables; Some computations based on observed data series of the exogenous variable component in continuous systems; Fourier estimation of continuous time models; A model of disequilibrium neoclassical growth and its applications to the United Kingdom.

Statistical Inference in Random Coefficient Regression Models

Author : P.A.V.B. Swamy
Publisher : Springer Science & Business Media
ISBN 13 : 3642806538
Total Pages : 219 pages
Book Rating : 4.6/5 (428 download)

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Book Synopsis Statistical Inference in Random Coefficient Regression Models by : P.A.V.B. Swamy

Download or read book Statistical Inference in Random Coefficient Regression Models written by P.A.V.B. Swamy and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt: This short monograph which presents a unified treatment of the theory of estimating an economic relationship from a time series of cross-sections, is based on my Ph. D. dissertation submitted to the University of Wisconsin, Madison. To the material developed for that purpose, I have added the substance of two subsequent papers: "Efficient methods of estimating a regression equation with equi-correlated disturbances", and "The exact finite sample properties of estimators of coefficients in error components regression models" (with Arora) which form the basis for Chapters 11 and III respectively. One way of increasing the amount of statistical information is to assemble the cross-sections of successive years. To analyze such a body of data the traditional linear regression model is not appropriate and we have to introduce some additional complications and assumptions due to the hetero geneity of behavior among individuals. These complications have been discussed in this monograph. Limitations of economic data, particularly their non-experimental nature, do not permit us to know a priori the correct specification of a model. I have considered several different sets of assumptionR about the stability of coeffi cients and error variances across individuals and developed appropriate inference procedures. I have considered only those sets of assumptions which lead to opera tional procedures. Following the suggestions of Kuh, Klein and Zellner, I have adopted the linear regression models with some or all of their coefficients varying randomly across individuals.

Handbook of Econometrics

Author :
Publisher : Elsevier
ISBN 13 : 0444636544
Total Pages : 594 pages
Book Rating : 4.4/5 (446 download)

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Book Synopsis Handbook of Econometrics by :

Download or read book Handbook of Econometrics written by and published by Elsevier. This book was released on 2020-11-25 with total page 594 pages. Available in PDF, EPUB and Kindle. Book excerpt: Handbook of Econometrics, Volume 7A, examines recent advances in foundational issues and "hot" topics within econometrics, such as inference for moment inequalities and estimation of high dimensional models. With its world-class editors and contributors, it succeeds in unifying leading studies of economic models, mathematical statistics and economic data. Our flourishing ability to address empirical problems in economics by using economic theory and statistical methods has driven the field of econometrics to unimaginable places. By designing methods of inference from data based on models of human choice behavior and social interactions, econometricians have created new subfields now sufficiently mature to require sophisticated literature summaries. - Presents a broader and more comprehensive view of this expanding field than any other handbook - Emphasizes the connection between econometrics and economics - Highlights current topics for which no good summaries exist

How Economists Model the World Into Numbers

Author : Marcel Boumans
Publisher : Routledge
ISBN 13 : 113428067X
Total Pages : 221 pages
Book Rating : 4.1/5 (342 download)

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Book Synopsis How Economists Model the World Into Numbers by : Marcel Boumans

Download or read book How Economists Model the World Into Numbers written by Marcel Boumans and published by Routledge. This book was released on 2004-12-17 with total page 221 pages. Available in PDF, EPUB and Kindle. Book excerpt: Economics is dominated by model building, therefore a comprehension of how such models work is vital to understanding the discipline. This book provides a critical analysis of the economist's favourite tool, and as such will be an enlightening read for some, and an intriguing one for others.

Dynamic Econometrics

Author : David F. Hendry
Publisher :
ISBN 13 : 9780198283164
Total Pages : 918 pages
Book Rating : 4.2/5 (831 download)

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Book Synopsis Dynamic Econometrics by : David F. Hendry

Download or read book Dynamic Econometrics written by David F. Hendry and published by . This book was released on 1995 with total page 918 pages. Available in PDF, EPUB and Kindle. Book excerpt: The main problem in econometric modelling of time series is discovering sustainable and interpretable relationships between observed economic variables. The primary aim of this book is to develop an operational econometric approach which allows constructive modelling. Professor Hendry deals with methodological issues (model discovery, data mining, and progressive research strategies); with major tools for modelling (recursive methods, encompassing, super exogeneity, invariance tests); and with practical problems (collinearity, heteroscedasticity, and measurement errors). He also includes an extensive study of US money demand. The book is self-contained, with the technical background covered in appendices. It is thus suitable for first year graduate students, and includes solved examples and exercises to facilitate its use in teaching. About the Series Advanced Texts in Econometrics is a distinguished and rapidly expanding series in which leading econometricians assess recent developments in such areas as stochastic probability, panel and time series data analysis, modeling, and cointegration. In both hardback and affordable paperback, each volume explains the nature and applicability of a topic in greater depth than possible in introductory textbooks or single journal articles. Each definitive work is formatted to be as accessible and convenient for those who are not familiar with the detailed primary literature.

Does Foreign Direct Investment Promote Development?

Author : Theodore H. Moran
Publisher : Peterson Institute
ISBN 13 : 9780881323818
Total Pages : 442 pages
Book Rating : 4.3/5 (238 download)

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Book Synopsis Does Foreign Direct Investment Promote Development? by : Theodore H. Moran

Download or read book Does Foreign Direct Investment Promote Development? written by Theodore H. Moran and published by Peterson Institute. This book was released on 2005 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume gathers the cutting edge of new research on foreign direct investment and host country economic performance, and presents the most sophisticated critiques of current and past inquiries. It presents new results, concludes with an analysis of the implications for contemporary policy debates, and proposed new avenues for future research.

Analysis of Panels and Limited Dependent Variable Models

Author : Cheng Hsiao
Publisher : Cambridge University Press
ISBN 13 : 113943134X
Total Pages : 352 pages
Book Rating : 4.1/5 (394 download)

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Book Synopsis Analysis of Panels and Limited Dependent Variable Models by : Cheng Hsiao

Download or read book Analysis of Panels and Limited Dependent Variable Models written by Cheng Hsiao and published by Cambridge University Press. This book was released on 1999-07-29 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: This important collection brings together leading econometricians to discuss advances in the areas of the econometrics of panel data. The papers in this collection can be grouped into two categories. The first, which includes chapters by Amemiya, Baltagi, Arellano, Bover and Labeaga, primarily deal with different aspects of limited dependent variables and sample selectivity. The second group of papers, including those by Nerlove, Schmidt and Ahn, Kiviet, Davies and Lahiri, consider issues that arise in the estimation of dyanamic (possibly) heterogeneous panel data models. Overall, the contributors focus on the issues of simplifying complex real-world phenomena into easily generalisable inferences from individual outcomes. As the contributions of G. S. Maddala in the fields of limited dependent variables and panel data were particularly influential, it is a fitting tribute that this volume is dedicated to him.

Causality

Author : Judea Pearl
Publisher : Cambridge University Press
ISBN 13 : 052189560X
Total Pages : 487 pages
Book Rating : 4.5/5 (218 download)

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Book Synopsis Causality by : Judea Pearl

Download or read book Causality written by Judea Pearl and published by Cambridge University Press. This book was released on 2009-09-14 with total page 487 pages. Available in PDF, EPUB and Kindle. Book excerpt: Causality offers the first comprehensive coverage of causal analysis in many sciences, including recent advances using graphical methods. Pearl presents a unified account of the probabilistic, manipulative, counterfactual and structural approaches to causation, and devises simple mathematical tools for analyzing the relationships between causal connections, statistical associations, actions and observations. The book will open the way for including causal analysis in the standard curriculum of statistics, artificial intelligence ...

Time Series and Related Topics

Author : Ching-Zong Wei
Publisher : IMS
ISBN 13 : 9780940600683
Total Pages : 314 pages
Book Rating : 4.6/5 (6 download)

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Book Synopsis Time Series and Related Topics by : Ching-Zong Wei

Download or read book Time Series and Related Topics written by Ching-Zong Wei and published by IMS. This book was released on 2006 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Advanced Econometric Theory

Author : John Chipman
Publisher : Routledge
ISBN 13 : 1134340443
Total Pages : 383 pages
Book Rating : 4.1/5 (343 download)

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Book Synopsis Advanced Econometric Theory by : John Chipman

Download or read book Advanced Econometric Theory written by John Chipman and published by Routledge. This book was released on 2013-03-01 with total page 383 pages. Available in PDF, EPUB and Kindle. Book excerpt: When learning econometrics, what better way than to be taught by one of its masters. In this significant new volume, John Chipman, the eminence grise of econometrics, presents his classic lectures in econometric theory. Starting with the linear regression model, least squares, Gauss-Markov theory and the first principals of econometrics, this book guides the introductory student to an advanced stage of ability. The text covers multicollinearity and reduced-rank estimation, the treatment of linear restrictions and minimax estimation. Also included are chapters on the autocorrelation of residuals and simultaneous-equation estimation. By the end of the text, students will have a solid grounding in econometrics. Despite the frequent complexity of the subject matter, Chipman's clear explanations, concise prose and sharp analysis make this book stand out from others in the field. With mathematical rigor sharpened by a lifetime of econometric analysis, this significant volume is sure to become a seminal and indispensable text in this area.

Exploring the History of Statistical Inference in Economics

Author : Jeff E. Biddle
Publisher :
ISBN 13 : 9781478017356
Total Pages : 332 pages
Book Rating : 4.0/5 (173 download)

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Book Synopsis Exploring the History of Statistical Inference in Economics by : Jeff E. Biddle

Download or read book Exploring the History of Statistical Inference in Economics written by Jeff E. Biddle and published by . This book was released on 2021-12-10 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: Contributors to this special supplement explore the history of statistical inference, led by two motivations. One was the belief that John Maynard Keynes's distinction between the descriptive and the inductive function of statistical research provided a fruitful framework for understanding empirical research practices. The other was an aim to fill a gap in the history of economics by exploring an important part of the story left out of existing histories of empirical analysis in economics--namely "sinful" research practices that did not meet or point towards currently reigning standards of scientific research.