A Primer In Econometric Theory
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A Primer In Econometric Theory
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Author : John Stachurski
language : en
Publisher: MIT Press
Release Date : 2016-08-05
A Primer In Econometric Theory written by John Stachurski and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-08-05 with Business & Economics categories.
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.
Econometric Theory
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Author : Arthur Stanley Goldberger
language : en
Publisher:
Release Date : 1964
Econometric Theory written by Arthur Stanley Goldberger and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1964 with Economics categories.
An Introduction To Econometric Theory
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Author : A. Ronald Gallant
language : en
Publisher: Princeton University Press
Release Date : 2018-06-05
An Introduction To Econometric Theory written by A. Ronald Gallant and has been published by Princeton University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-06-05 with Business & Economics categories.
Intended primarily to prepare first-year graduate students for their ongoing work in econometrics, economic theory, and finance, this innovative book presents the fundamental concepts of theoretical econometrics, from measure-theoretic probability to statistics. A. Ronald Gallant covers these topics at an introductory level and develops the ideas to the point where they can be applied. He thereby provides the reader not only with a basic grasp of the key empirical tools but with sound intuition as well. In addition to covering the basic tools of empirical work in economics and finance, Gallant devotes particular attention to motivating ideas and presenting them as the solution to practical problems. For example, he presents correlation, regression, and conditional expectation as a means of obtaining the best approximation of one random variable by some function of another. He considers linear, polynomial, and unrestricted functions, and leads the reader to the notion of conditioning on a sigma-algebra as a means for finding the unrestricted solution. The reader thus gains an understanding of the relationships among linear, polynomial, and unrestricted solutions. Proofs of results are presented when the proof itself aids understanding or when the proof technique has practical value. A major text-treatise by one of the leading scholars in this field, An Introduction to Econometric Theory will prove valuable not only to graduate students but also to all economists, statisticians, and finance professionals interested in the ideas and implications of theoretical econometrics.
Econometric Theory And Practice
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Author : P. C. B. Phillips
language : en
Publisher: Cambridge University Press
Release Date : 2006-01-09
Econometric Theory And Practice written by P. C. B. Phillips and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-01-09 with Business & Economics categories.
The essays in this book explore important theoretical and applied advances in econometrics.
Advanced Econometric Theory
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Author : John Chipman
language : en
Publisher: Routledge
Release Date : 2013-03-01
Advanced Econometric Theory written by John Chipman and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-03-01 with Business & Economics categories.
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.
Econometric Theory
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Author : Arthur Stanley Goldberger
language : en
Publisher:
Release Date : 1986
Econometric Theory written by Arthur Stanley Goldberger and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1986 with Economics categories.
Continuous Time Econometrics
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Author : G. Gandolfo
language : en
Publisher: Springer Science & Business Media
Release Date : 1993
Continuous Time Econometrics written by G. Gandolfo and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Business & Economics categories.
Time elapses continuously not in discrete jumps of, say, a quarter or a month. Hence models specified in continuous time are more realistic than the usual models in which time is taken to elapse in such discrete jumps. However much data available to economists is of the discrete-time kind. This was once thought to render impossible the econometric estimation of continuous time models. Over the past decade a body of theory has been built up to show that such estimation is not only possible but has serious practical applications. This collection of essays aims to provide not only the latest developments in the theory but also with original examples to show how it is possible to implement in real situations. Econometricians may find this book useful reading as may those concerned with macroeconomic issues who wish to keep in touch with the "frontiers" of their subject.
Econometrics
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Author : Ben Vogelvang
language : en
Publisher: Pearson Education
Release Date : 2005
Econometrics written by Ben Vogelvang and has been published by Pearson Education this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Business & Economics categories.
This work provides a broad introduction to quantitative economic methods, for example how models arise, their underlying assumptions and how estimates of parameters or other economic quantities are computed. The emphasis is on understanding how to select the right method of analysis for a given situation.
Econometric Theory And Applications
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Author : David A. Katz
language : en
Publisher: Prentice Hall
Release Date : 1982-01-01
Econometric Theory And Applications written by David A. Katz and has been published by Prentice Hall this book supported file pdf, txt, epub, kindle and other format this book has been release on 1982-01-01 with Business & Economics categories.
Introduction To Econometrics
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Author : Gary Koop
language : en
Publisher: John Wiley & Sons
Release Date : 2008-03-10
Introduction To Econometrics written by Gary Koop and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-03-10 with Business & Economics categories.
Introduction to Econometrics has been written as a core textbook for a first course in econometrics taken by undergraduate or graduate students. It is intended for students taking a single course in econometrics with a view towards doing practical data work. It will also be highly useful for students interested in understanding the basics of econometric theory with a view towards future study of advanced econometrics. To achieve this end, it has a practical emphasis, showing how a wide variety of models can be used with the types of data sets commonly used by economists. However, it also has enough discussion of the underlying econometric theory to give the student a knowledge of the statistical tools used in advanced econometrics courses. Key Features: * A non-technical summary of the basic tools of econometrics is given in chapters 1 and 2, which allows the reader to quickly start empirical work. * The foundation offered in the first two chapters makes the theoretical econometric material, which begins in chapter 3, more accessible. * Provides a good balance between econometric theory and empirical applications. * Discusses a wide range of models used by applied economists including many variants of the regression model (with extensions for panel data), time series models (including a discussion of unit roots and cointegration) and qualitative choice models (probit and logit). An extensive collection of web-based supplementary materials is provided for this title, including: data sets, problem sheets with worked through answers, empirical projects, sample exercises with answers, and slides for lecturers. URL: www.wileyeurope.com/college/koop