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Type: cemmap Working Papers
JEL classification: C12, C13, C23 Keywords: Identification, Local Identification, Nonparametric Models, Asset Pricing
Previous version: cemmap Working Papers [Details]
In parametric models a sufficient condition for local idenfication is that the vector of moment is differentiable at the true parameter with full rank derivative matrix. This paper shows that additional conditions are often needed in nonlinear, nonparametric models to avoid nonlinearities overwhelming linear effects. It give restrictions on a neighbourhood of the true value that are sufficient for local identification. These results are applied to obtain new, primitive identification conditions in several important models, including nonseparable quantile instrumental variable (IV) models, single-index IV models, and semiparametric consumption-based asset pricing models. Search |
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