Arbeitspapier

Random Coefficient Panel Data Models

This paper provides a review of linear panel data models with slope heterogeneity, introduces various types of random coefficients models and suggest a common framework for dealing with them. It considers the fundamental issues of statistical inference of a random coefficients formulation using both the sampling and Bayesian approaches. The paper also provides a review of heterogeneous dynamic panels, testing for homogeneity under weak exogeneity, simultaneous equation random coefficient models, and the more recent developments in the area of cross-sectional dependence in panel data models.

Sprache
Englisch

Erschienen in
Series: IZA Discussion Papers ; No. 1236

Klassifikation
Wirtschaft
Hypothesis Testing: General
Multiple or Simultaneous Equation Models: Panel Data Models; Spatio-temporal Models
Estimation: General
Thema
random coefficient models
dynamic heterogeneous panels
classical and Bayesian approaches
tests of slope heterogeneity
cross section dependence
Panel
Theorie

Ereignis
Geistige Schöpfung
(wer)
Hsiao, Cheng
Pesaran, Mohammad Hashem
Ereignis
Veröffentlichung
(wer)
Institute for the Study of Labor (IZA)
(wo)
Bonn
(wann)
2004

Handle
Letzte Aktualisierung
10.03.2025, 11:44 MEZ

Datenpartner

Dieses Objekt wird bereitgestellt von:
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. Bei Fragen zum Objekt wenden Sie sich bitte an den Datenpartner.

Objekttyp

  • Arbeitspapier

Beteiligte

  • Hsiao, Cheng
  • Pesaran, Mohammad Hashem
  • Institute for the Study of Labor (IZA)

Entstanden

  • 2004

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