Economia
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ECONOMETRIC ANALYSIS
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FIFTH EDITION
ECONOMETRIC ANALYSIS
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William H. Greene
New York University
Upper Saddle River, New Jersey 07458
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For Margaret and Richard Greene
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BRIEF CONTENTS
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Chapter 1 Chapter 2 Chapter 3 Chapter 4 Chapter 5Chapter 6 Chapter 7 Chapter 8 Chapter 9 Chapter 10 Chapter 11 Chapter 12 Chapter 13 Chapter 14 Chapter 15 Chapter 16 Chapter 17 Chapter 18 Chapter 19 Chapter 20 Chapter 21 Chapter 22 Appendix A Appendix B Appendix C Appendix D Introduction 1 The Classical Multiple Linear Regression Model 7 Least Squares 19 Finite-Sample Properties of the Least Squares Estimator 41 Large-Sample Properties of theLeast Squares and Instrumental Variables Estimators 65 Inference and Prediction 93 Functional Form and Structural Change 116 Specification Analysis and Model Selection Nonlinear Regression Models 162 Nonspherical Disturbances—The Generalized Regression Model 191 Heteroscedasticity 215 Serial Correlation 250 Models for Panel Data 283 Systems of Regression Equations Simultaneous-Equations Models 339378 148
Estimation Frameworks in Econometrics 425 Maximum Likelihood Estimation 468 The Generalized Method of Moments 525 Models with Lagged Variables 558 Time-Series Models 608 Models for Discrete Choice 663 Limited Dependent Variable and Duration Models Matrix Algebra 803 Probability and Distribution Theory 845 Estimation and Inference 877 Large Sample Distribution Theory 896
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Brief Contents
Appendix E Computation and Optimization Appendix F Data Sets Used in Applications Appendix G Statistical Tables 953 References 959 Author Index Subject Index 000 000
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CONTENTS
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CHAPTER 1 Introduction 1.1 Econometrics 1 1.2 1.3 1.4...
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