Statistics and econometric models

Volume 2: Testing, Confidence Regions, Model Selection, and Asymptotic Theory

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August 5, 2023 | History

Statistics and econometric models

Volume 2: Testing, Confidence Regions, Model Selection, and Asymptotic Theory

This two-volume work aims to present as completely as possible the methods of statistical inference with special reference to their economic applications. The reader will find a description not only of the classical concepts and results of mathematical statistics, but also of concepts and methods recently developed for the specific needs of econometrics. The authors have sought to avoid an overly technical presentation and go to some lengths to encourage an intuitive understanding of the results by providing numerous examples throughout. The breadth of approaches and the extensive coverage of the two volumes provide for a thorough and entirely self-contained course in modern econometrics. Volume 1 provides an introduction to general concepts and methods in statistics and econometrics, and goes on to cover estimation and prediction. Volume 2 focuses on testing, confidence regions, model selection, and asymptotic theory.

Major new econometrics text by two of the world's foremost econometricians
Provides comprehensive synthesis within a single framework of all the important models and approaches
Will be indispensable to all advanced students, teachers, and researchers in econometrics

Publish Date
Language
English

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Previews available in: English

Book Details


Table of Contents

1. Introduction to tests of hypotheses
2. Uniformly most powerful tests
3. Unbiased tests and invariant tests
4. Likelihood based tests
5. General asymptotic tests
6. Multiple tests
7. Set estimation and confidence regions
8. Inequality constraints: estimation and testing
9. Nonnested tests and model selection criteria
10. Asymptotic efficiency
11. Asymptotic theory
Appendix A. Review of linear algebra and matrix calculus
Appendix B. Review of probability.

Edition Notes

Published in
Cambridge
Series
Statistics and Econometric Models, Volume Two; Themes in Modern Econometrics
Copyright Date
1995

Classifications

Library of Congress
HB137 .G6613 1995

The Physical Object

Format
Paperback
Pagination
xv, 526p.

Edition Identifiers

Open Library
OL27250668M
ISBN 10
052147745X
ISBN 13
9780521477451
OCLC/WorldCat
900162107, 1107739156, 1103886017, 882102398
Amazon ID (ASIN)
052147745X
Google
SkA7etU7hFcC
Goodreads
4366324

Work Identifiers

Work ID
OL36434188W

Source records

Better World Books record

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August 5, 2023 Edited by AgentSapphire ocaid
August 5, 2023 Edited by AgentSapphire //covers.openlibrary.org/b/id/14403468-S.jpg
August 5, 2023 Edited by AgentSapphire split into new work
August 5, 2023 Edited by AgentSapphire Update covers
July 27, 2019 Created by Lisa Added new book.