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.
eBook - PDF
An Introduction to Econometric Theory
Measure-Theoretic Probability and Statistics with Applications to Economics
- 213 pages
- English
- PDF
- Available on iOS & Android
eBook - PDF
An Introduction to Econometric Theory
Measure-Theoretic Probability and Statistics with Applications to Economics
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Table of contents
- Cover
- Title Page
- Copyright Page
- CONTENTS
- Preface
- Chapter 1 - Probability
- Chapter 2 - Random Variables and Expectation
- Chapter 3 - Distributions, Transformations, and Moments
- Chapter 4 - Convergence Concepts
- Chapter 5 - Statistical Inference
- Appendix: Distributions
- References
- Index
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Yes, you can access An Introduction to Econometric Theory by A. Ronald Gallant in PDF and/or ePUB format, as well as other popular books in Economics & Econometrics. We have over 1.5 million books available in our catalogue for you to explore.