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Econometric Analysis

ISBN: 9780130661890 | 0130661899
Edition: 6th
Format: Hardcover
Publisher: Prentice Hall
Pub. Date: 1/1/2008

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SummaryTable of Contents
For a one-year graduate course in Econometrics. This text has two objectives. The first is to introduce students to applied econometrics, including basic techniques in regression analysis and some of the rich variety of models that are used when the linear model proves inadequate or inappropriate. The second is to present students with sufficient theoretical background that they will recognize new variants of the models learned about here as merely natural extensions that fit within a common body of principles. The Fifth Edition features a complete update of techniques and developments, a reorganization of material for improved presentation, and new material and applications.
Prefacexxvii
Introduction
1(6)
The Classical Multiple Linear Regression Model
7(12)
... MORE
Least Squares
19(22)
Finite-Sample Properties of the Least Squares Estimator
41(24)
Large-Sample Properties of the Least Squares and Instrumental Variables Estimators
65(28)
Inference and Prediction
93(23)
Functional Form and Structural Change
116(32)
Specification Analysis and Model Selection
148(14)
Nonlinear Regression Models
162(29)
Nonspherical Disturbances---The Generalized Regression Model
191(24)
Heteroscedasticity
215(35)
Serial Correlation
250(33)
Models for Panel Data
283(56)
Systems of Regression Equations
339(39)
Simultaneous-Equations Models
378(47)
Estimation Frameworks in Econometrics
425(43)
Maximum Likelihood Estimation
468(57)
The Generalized Method of Moments
525(33)
Models with Lagged Variables
558(50)
Time-Series Models
608(55)
Models for Discrete Choice
663(93)
Limited Dependent Variable and Duration Models
756(47)
Appendix A Matrix Algebra803(42)
Appendix B Probability and Distribution Theory845(32)
Appendix C Estimation and Inference877(19)
Appendix D Large Sample Distribution Theory896(23)
Appendix E Computation and Optimization919(27)
Appendix F Data Sets Used in Applications946(7)
Appendix G Statistical Tables953(6)
References959(36)
Author Index995(7)
Subject Index1002

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