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Method-of-moment view of linear simultaneous equation systems

Authors
Lee, Myoung-Jae
Issue Date
5월-2008
Publisher
WILEY
Keywords
methods of moments; linear simultaneous equations; system estimation
Citation
STATISTICA NEERLANDICA, v.62, no.2, pp.230 - 238
Indexed
SCIE
SCOPUS
Journal Title
STATISTICA NEERLANDICA
Volume
62
Number
2
Start Page
230
End Page
238
URI
https://scholar.korea.ac.kr/handle/2021.sw.korea/123569
DOI
10.1111/j.1467-9574.2007.00383.x
ISSN
0039-0402
Abstract
In this paper, we review the modern method-of-moment-based approaches to identification and estimation of linear simultaneous equation systems. First, we present the rank condition for the structural form (SF) parameter identification. The rank condition comes naturally and is much easier to understand than that in the conventional reduced-form-based indirect approach. Then, we show how to estimate all SF parameters jointly (in a single step) with method-of-moment estimators. As it turns out, using only unconditional moments, but not any conditional moments, greatly simplifies the identification and estimation issues, and makes light work of conveying the essential ideas involved.
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