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Revista Colombiana de Estadística
Article . 2018 . Peer-reviewed
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Docta Complutense
Article . 2018
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Article . 2018
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Estimating dynamic Panel data. A practical approach to perform long panels.

Estimating dynamic panel data. A practical approach to perform long panels
Authors: Labra Lillo, Romilio; Torrecillas Bautista, Celia;

Estimating dynamic Panel data. A practical approach to perform long panels.

Abstract

Panel data methodology is one of the most popular tools for quantitative analyses in the field of social sciences, particularly on topics related to economics and business. This technique allows us simultaneously addressing individual effects, numerous periods, and in turn, the endogeneity of the model or independent regressors. Despite these advantages, there are several methodological and practical limitations to perform estimations using this tool. Two types of models can be estimated with Panel data. While those of static nature have been the most developed, for performing dynamic models still remain some theoretical and practical constraints. This paper focus precisely on the latter, dynamics panel data, using an approach that combines theory and praxis, and paying special attention on estimations with macro database, that is to say, dataset with a long period of time and a small number of individuals, also called long panels.

Countries
Spain, Colombia
Keywords

Datos de panel, 5307.15 Teoría Microeconómica, dynamic panels, 330, Endogenous Models, sobreidentificación, datos de panel dinámicos, Modelos endógenos, Estadística, Microeconomía, overidentification, 31 Colecciones de estadística general / Statistics, Economía, panel data, 5302 Econometría, Econometría (Economía), Análisis de panel, stata, Applications of statistics to economics, Dynamic Panels, Stata., Overidentification, xtabond2, 53 Ciencias Económicas, modelos endógenos, XTABOND2, 330.43, 1209 Estadística, Statistics, Análisis de datos, Sobreidentificación, Panel Data, 519.23, HA1-4737, Stata, 51 Matemáticas / Mathematics, Xtabond2, Datos de panel dinámicos, Econometría, endogenous models, datos de panel

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    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
97
Top 1%
Top 10%
Top 10%
Green
gold