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Identification in nonparametric simultaneous equations models
被引:62
|作者:
Matzkin, Rosa L.
[1
]
机构:
[1] Univ Calif Los Angeles, Dept Econ, Los Angeles, CA 90095 USA
基金:
美国国家科学基金会;
关键词:
nonparametric methods;
nonadditive models;
nonseparable models;
identification;
simultaneous equations;
endogeneity;
D O I:
10.3982/ECTA5940
中图分类号:
F [经济];
学科分类号:
02 ;
摘要:
This paper provides conditions for identification of functionals in nonparametric simultaneous equations models with nonadditive unobservable random terms. The conditions are derived from a characterization of observational equivalence between models. We show that, in the models considered, observational equivalence can be characterized by a restriction on the rank of a matrix. The use of the new results is exemplified by deriving previously known results about identification in parametric and nonparametric models as well as new results. A stylized method for analyzing identification, which is useful in some situations, is also presented.
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页码:945 / 978
页数:34
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