How to do Xtabond2: An Introduction to Difference and System GMM in Stata
SSRN Electronic JournalPublished 1 January 2006Open access
David Roodman
Citations2,648
Generate an AI Snapshot to get a quick, structured summary of this paper.
Study Snapshot
ObjectiveStudy objective
MethodsResearch methodology
PopulationPopulation studied
Sample sizeSample sizes
OutcomesStudy outcomes here
ResultsStudy results comes here
LimitationsResearch study limitations comes here
A concise AI-generated summary of the paper will appear here once you click Generate AI Snapshot.
Abstract
This working paper by CGD research fellow David Roodman provides an introduction to a particular class of econometric techniques, dynamic panel estimators. The techniques and their implementation in Stata, a statistical software package widely used in the research community, are an important input to the careful applied research CGD advocates.
Keywords
Social SciencesEconomics, Econometrics and Finance
The Review of Economic StudiesSome Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations
32,811 Citations1991Manuel Arellano, Stephen Bond
Journal of EconometricsInitial conditions and moment restrictions in dynamic panel data models
21,799 Citations1998Richard Blundell, Stephen Bond
Journal of EconometricsAnother look at the instrumental variable estimation of error-components models
19,596 Citations1995Manuel Arellano, Olympia Bover
Working paper series - Institute for Fiscal Studies/Working papersInitial conditions and moment restrictions in dynamic panel data models
15,109 Citations1995Richard Blundell, Stephen Bond
Journal of EconometricsA finite sample correction for the variance of linear efficient two-step GMM estimators
5,812 Citations2004Frank Windmeijer
EconometricaEstimating Vector Autoregressions with Panel Data
4,183 Citations1988Douglas Holtz‐Eakin, Whitney K. Newey +1 more
EconometricaThe Estimation of Economic Relationships using Instrumental Variables
3,397 Citations1958J. D. Sargan
Journal of EconometricsFormulation and estimation of dynamic models using panel data
2,869 Citations1982T. W. Anderson, Chêng Hsiao
The Stata Journal Promoting communications on statistics and StataInstrumental Variables and GMM: Estimation and Testing
2,681 Citations2003Christopher F. Baum, Mark E. Schaffer +1 more
Portuguese Economic JournalDynamic panel data models: a guide to micro data methods and practice
2,555 Citations2002Stephen R. Bond
Economics LettersEstimating dynamic panel data models: a guide for macroeconomists
2,108 Citations1999Ruth Judson, Ann L. Owen
It is found that the bias of LSDV for dynamic panel data models can be sizeable, even when T 5 20, and a corrected LSDV estimator is the best choice overall, but practical considerations may limit its applicability.
Journal of Banking & FinanceStock markets, banks, and growth: Panel evidence
1,972 Citations2003Thorsten Beck, Ross Levine
Journal of EconometricsOn bias, inconsistency, and efficiency of various estimators in dynamic panel data models
1,950 Citations1995Jan F. Kiviet
Cemmap working papersDynamic panel data models: a guide to microdata methods and practice
1,567 Citations2002Stephen Bond
SSRN Electronic JournalDoes Foreign Direct Investment Accelerate Economic Growth?
1,340 Citations2002María Carkovic, Ross Levine
Economics LettersOn testing overidentifying restrictions in dynamic panel data models
530 Citations2002Clive G. Bowsher
SSRN Electronic JournalA Finite Sample Correction for the Variance of Linear Two-Step GMM Estimators
482 Citations2000Frank Windmeijer
Journal of Business and Economic StatisticsGMM Estimation of a Stochastic Volatility Model: A Monte Carlo Study
474 Citations1996Torben G. Andersen, Bent E. Sørensen
Economics LettersSmall sample bias properties of the system GMM estimator in dynamic panel data models
223 Citations2006Kazuhiko Hayakawa
Contributions in MacroeconomicsDeterminants of Current Account Deficits in Developing Countries
218 Citations2002César Calderón, Alberto Chong +1 more
RePEc: Research Papers in EconomicsDeterminants of Current Account Deficits in Developing Countries
154 CitationsCalderon Cesar Augusto, Alberto Chong +1 more
World Bank, Washington, DC eBooksDeterminants of Current Account Deficits in Developing Countries
87 Citations2000Norman Loayza, Alberto Chong +1 more
SSRN Electronic JournalDeterminants of Current Account Deficits in Developing Countries
33 Citations1999Norman Loayza, Alberto Chong +1 more
