On the heterogeneity bias of pooled estimators in stationary VAR specifications /

Saved in:
Bibliographic Details
Author / Creator:Rebucci, Alessandro, author.
Imprint:[Washington, D.C.] : International Monetary Fund, ©2003.
Description:1 online resource (44 pages) : illustrations
Language:English
Series:IMF working paper, 2227-8885 ; WP/03/73
IMF working paper ; WP/03/73.
Subject:
Format: E-Resource Book
URL for this record:http://pi.lib.uchicago.edu/1001/cat/bib/12496806
Hidden Bibliographic Details
Other authors / contributors:International Monetary Fund. Research Department.
ISBN:1451895933
9781451895933
1281345717
9781281345714
9786613779281
6613779288
Notes:Includes bibliographical references (pages 42-44).
Restrictions unspecified
Electronic reproduction. [Place of publication not identified] : HathiTrust Digital Library, 2010.
Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002. http://purl.oclc.org/DLF/benchrepro0212
English.
digitized 2010 HathiTrust Digital Library committed to preserve
Print version record.
Summary:This paper studies asymptotically the bias of the fixed effect (FE) estimator induced by cross-section heterogeneity in the slope parameters of stationary vector autoregressions (VARs). The paper also compares the FE, the mean group estimator (MG), and a simple instrumental variable alternative (IV) in Monte Carlo simulations. The main results are: (i) asymptotically, the heterogeneity bias of the FE may be more or less severe in VAR specifications than in standard dynamic panel data specifications; (ii) in Monte Carlo simulations, slope heterogeneity must be relatively high to be a source of concern for pooled estimators; (iii) when this happens, the panel must be longer than a typical macro dataset for the MG to be a viable solution.
Other form:Print version: Rebucci, Alessandro. On the heterogeneity bias of pooled estimators in stationary VAR specifications. [Washington, D.C.] : International Monetary Fund, ©2003
Standard no.:10.5089/9781451895933.001