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Recent Developments in the Econometrics of Panel Data
In this landmark collection, the editor has selected the most influential papers on the econometrics of panel data published in the period from 1992–2001, thus providing an update on developments in the field since the two volumes edited by G.S. Maddala in 1993, which covered the period from 1966–1992.
More Information
Critical Acclaim
Contributors
Contents
More Information
In this landmark collection, the editor has selected the most influential papers on the econometrics of panel data published in the period from 1992–2001, thus providing an update on developments in the field since the two volumes edited by G.S. Maddala in 1993, which covered the period from 1966–1992.
Topics covered in these latest volumes include core articles on dynamic panels and the generalized method of moments, heterogeneous panels, non-stationary panels including spurious regression, unit roots and tests for cointegration in panels, limited dependent variable models using panel data including models with censored endogenous variables and sample selection, non-linear panel data models, unbalanced panels, pseudo-panels and specification tests in panels.
Topics covered in these latest volumes include core articles on dynamic panels and the generalized method of moments, heterogeneous panels, non-stationary panels including spurious regression, unit roots and tests for cointegration in panels, limited dependent variable models using panel data including models with censored endogenous variables and sample selection, non-linear panel data models, unbalanced panels, pseudo-panels and specification tests in panels.
Critical Acclaim
‘The editor of volumes like the present one has the chance to direct the reader’s attention to nearly unknown but relevant papers. Baltagi has done this job very well. . . Summing up, the two volumes on recent developments of panel data belong in every library. The collection helps the newcomer to better understand this topic and it is a useful reference for the expert.’
– Olaf Hübler, Statistical Papers
– Olaf Hübler, Statistical Papers
Contributors
45 articles, dating from 1992 to 2002
Contributors include: M. Arellano, S. Bond, B. Honoré, C. Hsiao, G.S. Maddala, M.H. Pesaran, P.C.B. Phillips, P. Schmidt, T. Wansbeek, J.M. Wooldridge
Contributors include: M. Arellano, S. Bond, B. Honoré, C. Hsiao, G.S. Maddala, M.H. Pesaran, P.C.B. Phillips, P. Schmidt, T. Wansbeek, J.M. Wooldridge
Contents
Contents:
Volume I
Acknowledgements
Introduction Badi H. Baltagi
PART I DYNAMIC PANELS AND GMM
1. Seung C. Ahn and Peter Schmidt (1995), ‘Efficient Estimation of Models for Dynamic Panel Data’
2. Seung C. Ahn and Peter Schmidt (1997), ‘Efficient Estimation of Dynamic Panel Data Models: Alternative Assumptions and Simplified Estimation’
3. César Alonso-Borrego and Manuel Arellano (1999), ‘Symmetrically Normalized Instrumental-Variable Estimation Using Panel Data’
4. Manuel Arellano and Olympia Bover (1995), ‘Another Look at the Instrumental Variable Estimation of Error-Components Models’
5. Richard Blundell and Stephen Bond (1998), ‘Initial Conditions and Moment Restrictions in Dynamic Panel Data Models’
6. Bruno Crepon, Francis Kramarz and Alain Trognon (1997), ‘Parameters of Interest, Nuisance Parameters and Orthogonality Conditions: An Application to Autoregressive Error Component Models’
7. Jinyong Hahn (1999), ‘How Informative is the Initial Condition in the Dynamic Panel Model with Fixed Effects?’
8. Jan F. Kiviet (1995), ‘On Bias, Inconsistency, and Efficiency of Various Estimators in Dynamic Panel Data Models’
9. Tom Wansbeek (2001), ‘GMM Estimation in Panel Data Models with Measurement Error’
10. James P. Ziliak (1997), ‘Efficient Estimation with Panel Data when Instruments are Predetermined: An Empirical Comparison of Moment-Condition Estimators’
PART II HETEROGENEOUS PANELS
11. Badi H. Baltagi and James M. Griffin (1997), ‘Pooled Estimators vs. their Heterogeneous Counterparts in the Context of Dynamic Demand for Gasoline’
12. Cheng Hsiao and A. Kamil Tahmiscioglu (1997), ‘A Panel Analysis of Liquidity Constraints and Firm Investment’
13. G.S. Maddala, Robert P. Trost, Hongyi Li and Frederick Joutz (1997), ‘Estimation of Short-Run and Long-Run Elasticities of Energy Demand from Panel Data Using Shrinkage Estimators’
14. M. Hashem Pesaran and Ron Smith (1995), ‘Estimating Long-Run Relationships from Dynamic Heterogeneous Panels’
PART III NON-STATIONARY PANELS
15. Kaddour Hadri (2000), ‘Testing for Stationarity in Heterogeneous Panel Data’
16. Richard D.F. Harris and Elias Tzavalis (1999), ‘Inference for Unit Roots in Dynamic Panels Where the Time Dimension is Fixed’
17. Chihwa Kao (1999), ‘Spurious Regression and Residual-Based Tests for Cointegration in Panel Data’
18. G.S. Maddala and Shaowen Wu (1999), ‘A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test’
19. Hyungsik R. Moon and Peter C.B. Phillips (1999), ‘Maximum Likelihood Estimation in Panels with Incidental Trends’
20. Peter Pedroni (2000), ‘Fully Modified OLS for Heterogeneous Cointegrated Panels’
21. M. Hashem Pesaran, Yongcheol Shin, and Ron P. Smith (1999), ‘Pooled Mean Group Estimation of Dynamic Heterogeneous Panels’
22. Peter C.B. Phillips and Hyungsik R. Moon (1999), ‘Linear Regression Limit Theory for Nonstationary Panel Data’
Name Index
Volume II
Acknowledgements
An introduction by the editor to both volumes appears in Volume I
PART I LIMITED DEPENDENT VARIABLES
1. Bo E. Honoré (1992), ‘Trimmed LAD and Least Squares Estimation of Truncated and Censored Regression Models with Fixed Effects’
2. Bo E. Honoré and Ekaterini Kyriazidou (2000), ‘Panel Data Discrete Choice Models with Lagged Dependent Variables’
3. Michael P. Keane (1994), ‘A Computationally Practical Simulation Estimator for Panel Data’
4. Ekaterini Kyriazidou (1997), ‘Estimation of a Panel Data Sample Selection Model’
5. Michael Lechner (1995), ‘Some Specification Tests for Probit Models Estimated on Panel Data’
6. Myoung-jae Lee (1999), ‘A Root-N Consistent Semiparametric Estimator for Related-Effect Binary Response Panel Data’
7. Francis Vella and Marno Verbeek (1999), ‘Two-step Estimation of Panel Data Models with Censored Endogenous Variables and Selection Bias’
8. Jeffrey M. Wooldridge (1995), ‘Selection Corrections for Panel Data Models under Conditional Mean Independence Assumptions’
PART II NON-LINEAR PANEL MODELS
9. Jason Abrevaya (1999), ‘Leapfrog Estimation of a Fixed-Effects Model with Unknown Transformation of the Dependent Variable’
10. Jeffrey M. Wooldridge (1999), ‘Distribution-free Estimation of Some Nonlinear Panel Data Models’
PART III UNBALANCED PANELS
11. Werner Antweiler (2001), ‘Nested Random Effects Estimation in Unbalanced Panel Data’
12. Badi H. Baltagi and Ping X. Wu (1999), ‘Unequally Spaced Panel Data Regressions with AR (1) Disturbances’
13. Badi H. Baltagi, Seuck Heun Song and Byoung Cheol Jung (2001), ‘The Unbalanced Nested Error Component Regression Model’
14. Peter Davis (2002), ‘Estimating Multi-way Error Components Models with Unbalanced Data Structures’
PART IV PSEUDO-PANELS
15. M. Dolores Collado (1997), ‘Estimating Dynamic Models from Time Series of Independent Cross-Sections’
16. Sourafel Girma (2000), ‘A Quasi-Differencing Approach to Dynamic Modelling from a Time Series of Independent Cross-Sections’
17. David J. McKenzie (2001), ‘Estimation of AR(1) Models with Unequally Spaced Pseudo-Panels’
18. Robert Moffitt (1993), ‘Identification and Estimation of Dynamic Models with a Time Series of Repeated Cross-Sections’
PART V SPECIFICATION TESTS IN PANELS
19. Badi H. Baltagi, Javier Hidalgo and Qi Li (1996), ‘A Nonparametric Test for Poolability Using Panel Data’
20. Badi H. Baltagi and Qi Li (1995), ‘Testing AR(1) against MA(1) Disturbances in an Error Component Model’
21. Anil K. Bera, Walter Sosa-Escudero and Mann Yoon (2001), ‘Tests for the Error Component Model in the Presence of Local Misspecification’
22. Q. Li and C. Hsiao (1998), ‘Testing Serial Correlation in Semiparametric Panel Data Models’
23. Gilbert E. Metcalf (1996), ‘Specification Testing in Panel Data with Instrumental Variables’
Name Index
Volume I
Acknowledgements
Introduction Badi H. Baltagi
PART I DYNAMIC PANELS AND GMM
1. Seung C. Ahn and Peter Schmidt (1995), ‘Efficient Estimation of Models for Dynamic Panel Data’
2. Seung C. Ahn and Peter Schmidt (1997), ‘Efficient Estimation of Dynamic Panel Data Models: Alternative Assumptions and Simplified Estimation’
3. César Alonso-Borrego and Manuel Arellano (1999), ‘Symmetrically Normalized Instrumental-Variable Estimation Using Panel Data’
4. Manuel Arellano and Olympia Bover (1995), ‘Another Look at the Instrumental Variable Estimation of Error-Components Models’
5. Richard Blundell and Stephen Bond (1998), ‘Initial Conditions and Moment Restrictions in Dynamic Panel Data Models’
6. Bruno Crepon, Francis Kramarz and Alain Trognon (1997), ‘Parameters of Interest, Nuisance Parameters and Orthogonality Conditions: An Application to Autoregressive Error Component Models’
7. Jinyong Hahn (1999), ‘How Informative is the Initial Condition in the Dynamic Panel Model with Fixed Effects?’
8. Jan F. Kiviet (1995), ‘On Bias, Inconsistency, and Efficiency of Various Estimators in Dynamic Panel Data Models’
9. Tom Wansbeek (2001), ‘GMM Estimation in Panel Data Models with Measurement Error’
10. James P. Ziliak (1997), ‘Efficient Estimation with Panel Data when Instruments are Predetermined: An Empirical Comparison of Moment-Condition Estimators’
PART II HETEROGENEOUS PANELS
11. Badi H. Baltagi and James M. Griffin (1997), ‘Pooled Estimators vs. their Heterogeneous Counterparts in the Context of Dynamic Demand for Gasoline’
12. Cheng Hsiao and A. Kamil Tahmiscioglu (1997), ‘A Panel Analysis of Liquidity Constraints and Firm Investment’
13. G.S. Maddala, Robert P. Trost, Hongyi Li and Frederick Joutz (1997), ‘Estimation of Short-Run and Long-Run Elasticities of Energy Demand from Panel Data Using Shrinkage Estimators’
14. M. Hashem Pesaran and Ron Smith (1995), ‘Estimating Long-Run Relationships from Dynamic Heterogeneous Panels’
PART III NON-STATIONARY PANELS
15. Kaddour Hadri (2000), ‘Testing for Stationarity in Heterogeneous Panel Data’
16. Richard D.F. Harris and Elias Tzavalis (1999), ‘Inference for Unit Roots in Dynamic Panels Where the Time Dimension is Fixed’
17. Chihwa Kao (1999), ‘Spurious Regression and Residual-Based Tests for Cointegration in Panel Data’
18. G.S. Maddala and Shaowen Wu (1999), ‘A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test’
19. Hyungsik R. Moon and Peter C.B. Phillips (1999), ‘Maximum Likelihood Estimation in Panels with Incidental Trends’
20. Peter Pedroni (2000), ‘Fully Modified OLS for Heterogeneous Cointegrated Panels’
21. M. Hashem Pesaran, Yongcheol Shin, and Ron P. Smith (1999), ‘Pooled Mean Group Estimation of Dynamic Heterogeneous Panels’
22. Peter C.B. Phillips and Hyungsik R. Moon (1999), ‘Linear Regression Limit Theory for Nonstationary Panel Data’
Name Index
Volume II
Acknowledgements
An introduction by the editor to both volumes appears in Volume I
PART I LIMITED DEPENDENT VARIABLES
1. Bo E. Honoré (1992), ‘Trimmed LAD and Least Squares Estimation of Truncated and Censored Regression Models with Fixed Effects’
2. Bo E. Honoré and Ekaterini Kyriazidou (2000), ‘Panel Data Discrete Choice Models with Lagged Dependent Variables’
3. Michael P. Keane (1994), ‘A Computationally Practical Simulation Estimator for Panel Data’
4. Ekaterini Kyriazidou (1997), ‘Estimation of a Panel Data Sample Selection Model’
5. Michael Lechner (1995), ‘Some Specification Tests for Probit Models Estimated on Panel Data’
6. Myoung-jae Lee (1999), ‘A Root-N Consistent Semiparametric Estimator for Related-Effect Binary Response Panel Data’
7. Francis Vella and Marno Verbeek (1999), ‘Two-step Estimation of Panel Data Models with Censored Endogenous Variables and Selection Bias’
8. Jeffrey M. Wooldridge (1995), ‘Selection Corrections for Panel Data Models under Conditional Mean Independence Assumptions’
PART II NON-LINEAR PANEL MODELS
9. Jason Abrevaya (1999), ‘Leapfrog Estimation of a Fixed-Effects Model with Unknown Transformation of the Dependent Variable’
10. Jeffrey M. Wooldridge (1999), ‘Distribution-free Estimation of Some Nonlinear Panel Data Models’
PART III UNBALANCED PANELS
11. Werner Antweiler (2001), ‘Nested Random Effects Estimation in Unbalanced Panel Data’
12. Badi H. Baltagi and Ping X. Wu (1999), ‘Unequally Spaced Panel Data Regressions with AR (1) Disturbances’
13. Badi H. Baltagi, Seuck Heun Song and Byoung Cheol Jung (2001), ‘The Unbalanced Nested Error Component Regression Model’
14. Peter Davis (2002), ‘Estimating Multi-way Error Components Models with Unbalanced Data Structures’
PART IV PSEUDO-PANELS
15. M. Dolores Collado (1997), ‘Estimating Dynamic Models from Time Series of Independent Cross-Sections’
16. Sourafel Girma (2000), ‘A Quasi-Differencing Approach to Dynamic Modelling from a Time Series of Independent Cross-Sections’
17. David J. McKenzie (2001), ‘Estimation of AR(1) Models with Unequally Spaced Pseudo-Panels’
18. Robert Moffitt (1993), ‘Identification and Estimation of Dynamic Models with a Time Series of Repeated Cross-Sections’
PART V SPECIFICATION TESTS IN PANELS
19. Badi H. Baltagi, Javier Hidalgo and Qi Li (1996), ‘A Nonparametric Test for Poolability Using Panel Data’
20. Badi H. Baltagi and Qi Li (1995), ‘Testing AR(1) against MA(1) Disturbances in an Error Component Model’
21. Anil K. Bera, Walter Sosa-Escudero and Mann Yoon (2001), ‘Tests for the Error Component Model in the Presence of Local Misspecification’
22. Q. Li and C. Hsiao (1998), ‘Testing Serial Correlation in Semiparametric Panel Data Models’
23. Gilbert E. Metcalf (1996), ‘Specification Testing in Panel Data with Instrumental Variables’
Name Index
