Arbeitspapier

Graph-based search procedure for vector autoregressive models

In this paper we present a semi-automated search procedure to deal with the problem of the identification of the causal structure related to a vector autoregressive model. The structural form of the model is described by a directed graph and from the analysis of the partial correlations of the residuals the set of acceptable causal structures is derived.

Language
Englisch

Bibliographic citation
Series: LEM Working Paper Series ; No. 2005/14

Classification
Wirtschaft
Subject
VAR-Modell

Event
Geistige Schöpfung
(who)
Moneta, Alessio
Spirtes, Peter
Event
Veröffentlichung
(who)
Scuola Superiore Sant'Anna, Laboratory of Economics and Management (LEM)
(where)
Pisa
(when)
2005

Handle
Last update
10.03.2025, 11:44 AM CET

Data provider

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Object type

  • Arbeitspapier

Associated

  • Moneta, Alessio
  • Spirtes, Peter
  • Scuola Superiore Sant'Anna, Laboratory of Economics and Management (LEM)

Time of origin

  • 2005

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