Arbeitspapier

Panel vector autoregressive models: a survey

This paper provides an overview of the panel VAR models used in macroeconomics and finance. It discusses what are their distinctive features, what they are used for, and how they can be derived from economic theory. It also describes how they are estimated and how shock identification is performed, and compares panel VARs to other approaches used in the literature to deal with dynamic models involving heterogeneous units. Finally, it shows how structural time variation can be dealt with and illustrates the challanges that they present to researchers interested in studying cross-unit dynamics interdependences in heterogeneous setups.

Sprache
Englisch

Erschienen in
Series: ECB Working Paper ; No. 1507

Klassifikation
Wirtschaft
Bayesian Analysis: General
Multiple or Simultaneous Equation Models; Multiple Variables: General
Forecasting Models; Simulation Methods
Thema
estimation
Identification
inference
Panel VAR
Panel
VAR-Modell
Bayes-Statistik
Theorie

Ereignis
Geistige Schöpfung
(wer)
Canova, Fabio
Ciccarelli, Matteo
Ereignis
Veröffentlichung
(wer)
European Central Bank (ECB)
(wo)
Frankfurt a. M.
(wann)
2013

Handle
Letzte Aktualisierung
10.03.2025, 11:42 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

  • Canova, Fabio
  • Ciccarelli, Matteo
  • European Central Bank (ECB)

Entstanden

  • 2013

Ähnliche Objekte (12)