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, 2015
This chapter deals with spatial panel data models. Spatial panel models allow for cross-section dependence in the panel. Various general tests for cross-section dependence are studied in this chapter, as well as tests for spatial dependence across the panel. Estimation and testing using a spatial error component model are illustrated using Stata.
Lung-fei Lee, Jihai Yu
semanticscholar +2 more sources
This chapter deals with spatial panel data models. Spatial panel models allow for cross-section dependence in the panel. Various general tests for cross-section dependence are studied in this chapter, as well as tests for spatial dependence across the panel. Estimation and testing using a spatial error component model are illustrated using Stata.
Lung-fei Lee, Jihai Yu
semanticscholar +2 more sources
Bias-corrected method of moments estimators for dynamic panel data models
Econometrics and Statistics, 2021A computationally simple bias correction for linear dynamic panel data models is proposed and its asymptotic properties are studied when the number of time periods is fixed or tends to infinity with the number of panel units.
J. Breitung +2 more
semanticscholar +1 more source
Multiple Structural Breaks in Interactive Effects Panel Data Models
Journal of applied econometricsThis paper develops new econometric methods for multiple structural break detection in panel data models with interactive fixed effects. The new methods include tests for the presence of structural breaks, estimators for the number of breaks and their ...
J. Ditzen +2 more
semanticscholar +1 more source
2009
In recent years, the spatial econometrics literature has exhibited a growing interest in the specification and estimation of econometric relationships based on spatial panels. Spatial panels typically refer to data containing time series observations of a number of spatial units (zip codes, municipalities, regions, states, jurisdictions, countries, etc.
openaire +2 more sources
In recent years, the spatial econometrics literature has exhibited a growing interest in the specification and estimation of econometric relationships based on spatial panels. Spatial panels typically refer to data containing time series observations of a number of spatial units (zip codes, municipalities, regions, states, jurisdictions, countries, etc.
openaire +2 more sources
2021
So far we have dealt only with “complete panels” or “balanced panels”, i.e., cases where the individuals are observed over the entire sample period. Incomplete panels are more likely to be the norm in typical economic empirical settings. For example, in collecting data on US airlines over time, a researcher may find that some firms have dropped out of ...
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So far we have dealt only with “complete panels” or “balanced panels”, i.e., cases where the individuals are observed over the entire sample period. Incomplete panels are more likely to be the norm in typical economic empirical settings. For example, in collecting data on US airlines over time, a researcher may find that some firms have dropped out of ...
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Dynamic Panel Data Models with Irregular Spacing: With Applications to Early Childhood Development
Social Science Research Network, 2017With the increased availability of longitudinal data, dynamic panel data models have become commonplace. Moreover, the properties of various estimators of such models are well known.
Daniel L. Millimet, Ian K. McDonough
semanticscholar +1 more source
Limitations of Fixed-Effects Models for Panel Data
Sociological perspectives, 2020Although fixed-effects models for panel data are now widely recognized as powerful tools for longitudinal data analysis, the limitations of these models are not well known.
Terrence D. Hill +3 more
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