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Asymptotic theory for econometricians /
This book is intended to provide a somewhat more comprehensive and unified treatment of large sample theory than has been available previously and to relate the fundamental tools of asymptotic theory directly to many of the estimators of interest to econometricians. In addition, because economic dat...
| Call Number: | Libro Electrónico |
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| Main Author: | |
| Format: | Electronic eBook |
| Language: | Inglés |
| Published: |
Orlando :
Academic Press,
1984.
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| Series: | Economic theory, econometrics, and mathematical economics.
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| Subjects: | |
| Online Access: | Texto completo |
Table of Contents:
- Front Cover; Asymptotic Theory for Econometricians; Copyright Page; Dedication; Table of Contents; Preface; CHAPTER I. The Linear Model and Instrumental Variables Estimators; Text; References; For Further Reading; CHAPTER II. Consistency; II. 1 Limits; II. 2 Almost Sure Convergence; II. 3 Convergence in Probability; II. 4 Convergence in rth Mean; References; CHAPTER III. Laws of Large Numbers; III. 1 Independent Identically Distributed Observations; III. 2 Independent Heterogeneously Distributed Observations; III. 3 Dependent Identically Distributed Observations
- III. 4 Dependent Heterogeneously Distributed ObservationsIII. 5 Martingale Difference Sequences; References; CHAPTER IV. Asymptotic Normality; IV. 1 Convergence in Distribution; IV. 2 Hypothesis Testing; IV. 3 Asymptotic Efficiency; References; CHAPTER V. Central Limit Theory; V.1 Independent Identically Distributed Observations; V.2 Independent Heterogeneously Distributed Observations; V.3 Dependent Identically Distributed Observations; V.4 Dependent Heterogeneously Distributed Observations; V.5 Martingale Difference Sequences; References; CHAPTER VI. Estimating Asymptotic Covariance Matrices