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Factor-GMM estimation with large sets of possibly weak instruments

Authors :
Kapetanios, George
Marcellino, Massimiliano
Source :
Computational Statistics & Data Analysis. Nov2010, Vol. 54 Issue 11, p2655-2675. 21p.
Publication Year :
2010

Abstract

Abstract: The use of factor analysis for instrumental variable estimation when the number of instruments tends to infinity is analysed. In particular, the focus is on situations where many weak instruments exist and/or the factor structure is weak. Theoretical results, simulation experiments and empirical applications highlight the relevance of Factor-GMM estimation, which is also easily implemented. [Copyright &y& Elsevier]

Details

Language :
English
ISSN :
01679473
Volume :
54
Issue :
11
Database :
Academic Search Index
Journal :
Computational Statistics & Data Analysis
Publication Type :
Periodical
Accession number :
51291890
Full Text :
https://doi.org/10.1016/j.csda.2010.04.008