Advanced Econometric Theory

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Advanced Econometric Theory

Author : John Chipman
Publisher : Routledge
ISBN 13 : 1134340451
Total Pages : 409 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 409 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.

Advanced Econometrics

Author : Takeshi Amemiya
Publisher : Harvard University Press
ISBN 13 : 9780674005600
Total Pages : 540 pages
Book Rating : 4.0/5 (56 download)

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Book Synopsis Advanced Econometrics by : Takeshi Amemiya

Download or read book Advanced Econometrics written by Takeshi Amemiya and published by Harvard University Press. This book was released on 1985 with total page 540 pages. Available in PDF, EPUB and Kindle. Book excerpt: The main features of this text are a thorough treatment of cross-section models—including qualitative response models, censored and truncated regression models, and Markov and duration models—and a rigorous presentation of large sample theory, classical least-squares and generalized least-squares theory, and nonlinear simultaneous equation models.

Econometric Theory and Methods

Author : Russell Davidson
Publisher : OUP Oxford
ISBN 13 : 9780195391053
Total Pages : 768 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Econometric Theory and Methods by : Russell Davidson

Download or read book Econometric Theory and Methods written by Russell Davidson and published by OUP Oxford. This book was released on 2009-04-30 with total page 768 pages. Available in PDF, EPUB and Kindle. Book excerpt: Econometric Theory and Methods International Edition provides a unified treatment of modern econometric theory and practical econometric methods. The geometrical approach to least squares is emphasized, as is the method of moments, which is used to motivate a wide variety of estimators and tests. Simulation methods, including the bootstrap, are introduced early and used extensively. The book deals with a large number of modern topics. In addition to bootstrap and Monte Carlo tests, these include sandwich covariance matrix estimators, artificial regressions, estimating functions and the generalized method of moments, indirect inference, and kernel estimation. Every chapter incorporates numerous exercises, some theoretical, some empirical, and many involving simulation.

Advanced Econometric Theory

Author : John Somerset Chipman
Publisher : Psychology Press
ISBN 13 : 9780415326308
Total Pages : 393 pages
Book Rating : 4.3/5 (263 download)

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Book Synopsis Advanced Econometric Theory by : John Somerset Chipman

Download or read book Advanced Econometric Theory written by John Somerset Chipman and published by Psychology Press. This book was released on 2011 with total page 393 pages. Available in PDF, EPUB and Kindle. Book excerpt: John S. Chipman, the eminence grise of econometrics, presents his classic lectures in econometric theory in this new volume. Starting with the linear regression model, least squares, Gauss-Markov theory and the first principles 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, Advanced Econometric Theory is sure to become a seminal and indispensable text in this area. If you want to learn econometrics, what better way than to be taught by one of its masters?

Advanced Econometric Methods

Author : Thomas B. Fomby
Publisher : Springer Science & Business Media
ISBN 13 : 1441987460
Total Pages : 637 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Advanced Econometric Methods by : Thomas B. Fomby

Download or read book Advanced Econometric Methods written by Thomas B. Fomby and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 637 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book had its conception in 1975in a friendly tavern near the School of Businessand PublicAdministration at the UniversityofMissouri-Columbia. Two of the authors (Fomby and Hill) were graduate students of the third (Johnson), and were (and are) concerned about teaching econometrics effectively at the graduate level. We decided then to write a book to serve as a comprehensive text for graduate econometrics. Generally, the material included in the bookand itsorganization have been governed by the question, " Howcould the subject be best presented in a graduate class?" For content, this has meant that we have tried to cover " all the bases " and yet have not attempted to be encyclopedic. The intended purpose has also affected the levelofmathematical rigor. We have tended to prove only those results that are basic and/or relatively straightforward. Proofs that would demand inordinant amounts of class time have simply been referenced. The book is intended for a two-semester course and paced to admit more extensive treatment of areas of specific interest to the instructor and students. We have great confidence in the ability, industry, and persistence of graduate students in ferreting out and understanding the omitted proofs and results. In the end, this is how one gains maturity and a fuller appreciation for the subject in any case. It is assumed that the readers of the book will have had an econometric methods course, using texts like J. Johnston's Econometric Methods, 2nd ed.

Topics in Advanced Econometrics

Author : Herman J. Bierens
Publisher : Cambridge University Press
ISBN 13 : 9780521565110
Total Pages : 274 pages
Book Rating : 4.5/5 (651 download)

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Book Synopsis Topics in Advanced Econometrics by : Herman J. Bierens

Download or read book Topics in Advanced Econometrics written by Herman J. Bierens and published by Cambridge University Press. This book was released on 1996-02-23 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: A rigorous treatment of a number of timely topics in advanced econometrics.

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.

An Introduction to Econometric Theory

Author : James Davidson
Publisher : John Wiley & Sons
ISBN 13 : 111948488X
Total Pages : 261 pages
Book Rating : 4.1/5 (194 download)

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Book Synopsis An Introduction to Econometric Theory by : James Davidson

Download or read book An Introduction to Econometric Theory written by James Davidson and published by John Wiley & Sons. This book was released on 2018-10-22 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt: A guide to economics, statistics and finance that explores the mathematical foundations underling econometric methods An Introduction to Econometric Theory offers a text to help in the mastery of the mathematics that underlie econometric methods and includes a detailed study of matrix algebra and distribution theory. Designed to be an accessible resource, the text explains in clear language why things are being done, and how previous material informs a current argument. The style is deliberately informal with numbered theorems and lemmas avoided. However, very few technical results are quoted without some form of explanation, demonstration or proof. The author — a noted expert in the field — covers a wealth of topics including: simple regression, basic matrix algebra, the general linear model, distribution theory, the normal distribution, properties of least squares, unbiasedness and efficiency, eigenvalues, statistical inference in regression, t and F tests, the partitioned regression, specification analysis, random regressor theory, introduction to asymptotics and maximum likelihood. Each of the chapters is supplied with a collection of exercises, some of which are straightforward and others more challenging. This important text: Presents a guide for teaching econometric methods to undergraduate and graduate students of economics, statistics or finance Offers proven classroom-tested material Contains sets of exercises that accompany each chapter Includes a companion website that hosts additional materials, solution manual and lecture slides Written for undergraduates and graduate students of economics, statistics or finance, An Introduction to Econometric Theory is an essential beginner’s guide to the underpinnings of econometrics.

Econometrics

Author : Fumio Hayashi
Publisher : Princeton University Press
ISBN 13 : 1400823838
Total Pages : 708 pages
Book Rating : 4.4/5 (8 download)

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Book Synopsis Econometrics by : Fumio Hayashi

Download or read book Econometrics written by Fumio Hayashi and published by Princeton University Press. This book was released on 2011-12-12 with total page 708 pages. Available in PDF, EPUB and Kindle. Book excerpt: The most authoritative and comprehensive synthesis of modern econometrics available Econometrics provides first-year graduate students with a thoroughly modern introduction to the subject, covering all the standard material necessary for understanding the principal techniques of econometrics, from ordinary least squares through cointegration. The book is distinctive in developing both time-series and cross-section analysis fully, giving readers a unified framework for understanding and integrating results. Econometrics covers all the important topics in a succinct manner. All the estimation techniques that could possibly be taught in a first-year graduate course, except maximum likelihood, are treated as special cases of GMM (generalized methods of moments). Maximum likelihood estimators for a variety of models, such as probit and tobit, are collected in a separate chapter. This arrangement enables students to learn various estimation techniques in an efficient way. Virtually all the chapters include empirical applications drawn from labor economics, industrial organization, domestic and international finance, and macroeconomics. These empirical exercises provide students with hands-on experience applying the techniques covered. The exposition is rigorous yet accessible, requiring a working knowledge of very basic linear algebra and probability theory. All the results are stated as propositions so that students can see the points of the discussion and also the conditions under which those results hold. Most propositions are proved in the text. For students who intend to write a thesis on applied topics, the empirical applications in Econometrics are an excellent way to learn how to conduct empirical research. For theoretically inclined students, the no-compromise treatment of basic techniques is an ideal preparation for more advanced theory courses.

Econometric Theory and Practice

Author : P. C. B. Phillips
Publisher : Cambridge University Press
ISBN 13 : 9780521807234
Total Pages : 390 pages
Book Rating : 4.8/5 (72 download)

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Book Synopsis Econometric Theory and Practice by : P. C. B. Phillips

Download or read book Econometric Theory and Practice written by P. C. B. Phillips and published by Cambridge University Press. This book was released on 2006-01-09 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: The essays in this book explore important theoretical and applied advances in econometrics.

The Econometrics of Panel Data

Author : Lászlo Mátyás
Publisher : Springer Science & Business Media
ISBN 13 : 3540758925
Total Pages : 966 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis The Econometrics of Panel Data by : Lászlo Mátyás

Download or read book The Econometrics of Panel Data written by Lászlo Mátyás and published by Springer Science & Business Media. This book was released on 2008-04-06 with total page 966 pages. Available in PDF, EPUB and Kindle. Book excerpt: This restructured, updated Third Edition provides a general overview of the econometrics of panel data, from both theoretical and applied viewpoints. Readers discover how econometric tools are used to study organizational and household behaviors as well as other macroeconomic phenomena such as economic growth. The book contains sixteen entirely new chapters; all other chapters have been revised to account for recent developments. With contributions from well known specialists in the field, this handbook is a standard reference for all those involved in the use of panel data in econometrics.

Foundations of Econometrics

Author : Albert Madansky
Publisher : Elsevier
ISBN 13 : 1483275256
Total Pages : 275 pages
Book Rating : 4.4/5 (832 download)

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Book Synopsis Foundations of Econometrics by : Albert Madansky

Download or read book Foundations of Econometrics written by Albert Madansky and published by Elsevier. This book was released on 2014-07-22 with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advanced Textbooks in Economics, Volume 7: Foundations of Econometrics focuses on the principles, processes, methodologies, and approaches involved in the study of econometrics. The publication examines matrix theory and multivariate statistical analysis. Discussions focus on the maximum likelihood estimation of multivariate normal distribution parameters, point estimation theory, multivariate normal distribution, multivariate probability distributions, Euclidean spaces and linear transformations, orthogonal transformations and symmetric matrices, and determinants. The manuscript then ponders on linear expected value models and simultaneous equation estimation. Topics include random exogenous variables, maximum likelihood estimation of a single equation, identification of a single equation, linear stochastic difference equations, and errors-in-variables models. The book takes a look at a prolegomenon to econometric model building, tests of hypotheses in econometric models, multivariate statistical analysis, and simultaneous equation estimation. Concerns include maximum likelihood estimation of a single equation, tests of linear hypotheses, testing for independence, and causality in economic models. The publication is a valuable source of data for economists and researchers interested in the foundations of econometrics.

Topics in Advanced Econometrics

Author : Phoebus J. Dhrymes
Publisher : Springer Science & Business Media
ISBN 13 : 1461245486
Total Pages : 390 pages
Book Rating : 4.4/5 (612 download)

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Book Synopsis Topics in Advanced Econometrics by : Phoebus J. Dhrymes

Download or read book Topics in Advanced Econometrics written by Phoebus J. Dhrymes and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: For sometime now, I felt that the evolution of the literature of econo metrics had mandated a higher level of mathematical proficiency. This is particularly evident beyond the level of the general linear model (GLM) and the general linear structural econometric model (GLSEM). The problems one encounters in nonlinear econometrics are not easily amenable to treatment by the analytical methods one typically acquires, when one learns about probability and inference through the use of den sity functions. Even in standard traditional topics, one is often compelled to resort to heuristics; for example, it is difficult to prove central limit theorems for nonidentically distributed or martingale sequences, solely by the use of characteristic functions. Yet such proofs are essential, even in only moderately sophisticated classroom exposition. Unfortunately, relatively few students enter a graduate economics de partment ready to tackle probability theory in measure theoretic terms. The present volume has grown out of the need to lay the foundation for such discussions. The motivating forces were, chiefly, (a) the frustration one encounters in attempting to communicate certain concepts to stu dents wholly in analytic terms; and (b) the unwillingness of the typical student to sit through several courses in mathematics departments, in order to acquire the requisite background.

A Primer in Econometric Theory

Author : John Stachurski
Publisher : MIT Press
ISBN 13 : 0262337460
Total Pages : 449 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis A Primer in Econometric Theory by : John Stachurski

Download or read book A Primer in Econometric Theory written by John Stachurski and published by MIT Press. This book was released on 2016-07-29 with total page 449 pages. Available in PDF, EPUB and Kindle. Book excerpt: A concise treatment of modern econometrics and statistics, including underlying ideas from linear algebra, probability theory, and computer programming. This book offers a cogent and concise treatment of econometric theory and methods along with the underlying ideas from statistics, probability theory, and linear algebra. It emphasizes foundations and general principles, but also features many solved exercises, worked examples, and code listings. After mastering the material presented, readers will be ready to take on more advanced work in different areas of quantitative economics and to understand papers from the econometrics literature. The book can be used in graduate-level courses on foundational aspects of econometrics or on fundamental statistical principles. It will also be a valuable reference for independent study. One distinctive aspect of the text is its integration of traditional topics from statistics and econometrics with modern ideas from data science and machine learning; readers will encounter ideas that are driving the current development of statistics and increasingly filtering into econometric methodology. The text treats programming not only as a way to work with data but also as a technique for building intuition via simulation. Many proofs are followed by a simulation that shows the theory in action. As a primer, the book offers readers an entry point into the field, allowing them to see econometrics as a whole rather than as a profusion of apparently unrelated ideas.

Econometrics in Theory and Practice

Author : Panchanan Das
Publisher : Springer Nature
ISBN 13 : 9813290196
Total Pages : 565 pages
Book Rating : 4.8/5 (132 download)

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Book Synopsis Econometrics in Theory and Practice by : Panchanan Das

Download or read book Econometrics in Theory and Practice written by Panchanan Das and published by Springer Nature. This book was released on 2019-09-05 with total page 565 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces econometric analysis of cross section, time series and panel data with the application of statistical software. It serves as a basic text for those who wish to learn and apply econometric analysis in empirical research. The level of presentation is as simple as possible to make it useful for undergraduates as well as graduate students. It contains several examples with real data and Stata programmes and interpretation of the results. While discussing the statistical tools needed to understand empirical economic research, the book attempts to provide a balance between theory and applied research. Various concepts and techniques of econometric analysis are supported by carefully developed examples with the use of statistical software package, Stata 15.1, and assumes that the reader is somewhat familiar with the Strata software. The topics covered in this book are divided into four parts. Part I discusses introductory econometric methods for data analysis that economists and other social scientists use to estimate the economic and social relationships, and to test hypotheses about them, using real-world data. There are five chapters in this part covering the data management issues, details of linear regression models, the related problems due to violation of the classical assumptions. Part II discusses some advanced topics used frequently in empirical research with cross section data. In its three chapters, this part includes some specific problems of regression analysis. Part III deals with time series econometric analysis. It covers intensively both the univariate and multivariate time series econometric models and their applications with software programming in six chapters. Part IV takes care of panel data analysis in four chapters. Different aspects of fixed effects and random effects are discussed here. Panel data analysis has been extended by taking dynamic panel data models which are most suitable for macroeconomic research. The book is invaluable for students and researchers of social sciences, business, management, operations research, engineering, and applied mathematics.

Lectures on Advanced Econometric Theory

Author : John Denis Sargan
Publisher : Wiley-Blackwell
ISBN 13 : 9780631149569
Total Pages : 176 pages
Book Rating : 4.1/5 (495 download)

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Book Synopsis Lectures on Advanced Econometric Theory by : John Denis Sargan

Download or read book Lectures on Advanced Econometric Theory written by John Denis Sargan and published by Wiley-Blackwell. This book was released on 1988-01-01 with total page 176 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Financial Econometrics

Author : Svetlozar T. Rachev
Publisher : John Wiley & Sons
ISBN 13 : 0470121521
Total Pages : 560 pages
Book Rating : 4.4/5 (71 download)

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Book Synopsis Financial Econometrics by : Svetlozar T. Rachev

Download or read book Financial Econometrics written by Svetlozar T. Rachev and published by John Wiley & Sons. This book was released on 2007-03-22 with total page 560 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive guide to financial econometrics Financial econometrics is a quest for models that describe financial time series such as prices, returns, interest rates, and exchange rates. In Financial Econometrics, readers will be introduced to this growing discipline and the concepts and theories associated with it, including background material on probability theory and statistics. The experienced author team uses real-world data where possible and brings in the results of published research provided by investment banking firms and journals. Financial Econometrics clearly explains the techniques presented and provides illustrative examples for the topics discussed. Svetlozar T. Rachev, PhD (Karlsruhe, Germany) is currently Chair-Professor at the University of Karlsruhe. Stefan Mittnik, PhD (Munich, Germany) is Professor of Financial Econometrics at the University of Munich. Frank J. Fabozzi, PhD, CFA, CFP (New Hope, PA) is an adjunct professor of Finance at Yale University’s School of Management. Sergio M. Focardi (Paris, France) is a founding partner of the Paris-based consulting firm The Intertek Group. Teo Jasic, PhD, (Frankfurt, Germany) is a senior manager with a leading international management consultancy firm in Frankfurt.