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Econometric Analysis of Panel Data

by Badi H Baltagi
Econometric Theory ()

Abstract

This new edition of this established textbook reflects the rapid developments in the field covering the vast research that has been conducted on panel data since its initial publication. The book is packed with the most recent empirical examples from panel data literature, for example, a simultaneous equation on Crime will be added to chapter 7, which will be illustrated with STATA. Data sets will be provided as well as the programs to implement the estimation and testing procedures described in the book on the web site. Additional exercises will be added to each chapter and their solutions will be provided on the web site. The text has also been fully updated with new material on dynamic panel data models and recent results on non-linear panel models and in particular work on limited dependent variables panel data models.

Cite this document (BETA)

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Econometric Analysis of Panel Data -

Fourth Edition Econometric Analysis of Panel Data BADI H. BALTAGI
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Preface xi 1 Introduction 1.1 Panel Data: Some Examples 1.2 Why Should We Use Panel Data? Their Benefits and Limitations Note 1 1 6 11 2 The One-way Error Component Regression Model 2.1 Introduction 2.2 The Fixed Effects Model 2.3 The Random Effects Model 2.4 Maximum Likelihood Estimation 2.5 Prediction 2.6 Examples 2.7 Selected Applications 2.8 Computational Note Notes Problems 13 13 14 17 22 23 24 31 31 31 32 3 The Two-way Error Component Regression Model 3.1 Introduction 3.2 The Fixed Effects Model 3.3 The Random Effects Model 3.4 Maximum Likelihood Estimation 3.5 Prediction 3.6 Examples 3.7 Selected Applications Notes Problems 35 35 35 37 42 44 45 48 50 50 4 Test of Hypotheses with Panel Data 4.1 Tests for Poolability of the Data 4.2 Tests for Individual and Time Effects 57 57 63

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