Arbeitspapier

Nearly Unbiased Estimation in Dynamic Panel Data Models with Exogenous Variables

This paper introduces a new estimator for the fixed effects dynamic panel data model withexogenous variables. This estimator does not share some of the drawbacks of recently developed IVand GMM estimators and has a good performance even in small samples. The nearly unbiased estimatoris derived as a bias correction of the within estimator (least squares dummy variable estimator).The estimator is applied to a model of unemployment dynamics at the U.S. state level for the1991-2000 period.

Language
Englisch

Bibliographic citation
Series: Tinbergen Institute Discussion Paper ; No. 02-007/2

Classification
Wirtschaft
Single Equation Models; Single Variables: Panel Data Models; Spatio-temporal Models
Subject
panel data
fixed effects
nearly unbiased estimation
Panelforschung
Dynamisches Modell
Bias
Theorie

Event
Geistige Schöpfung
(who)
Carree, Martin A.
Event
Veröffentlichung
(who)
Tinbergen Institute
(where)
Amsterdam and Rotterdam
(when)
2002

Handle
Last update
10.03.2025, 11:44 AM CET

Data provider

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Object type

  • Arbeitspapier

Associated

  • Carree, Martin A.
  • Tinbergen Institute

Time of origin

  • 2002

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