Article ID Journal Published Year Pages File Type
1154106 Statistics & Probability Letters 2008 8 Pages PDF
Abstract

In this note we develop tests for checking the hypothesis whether a regression function, which is identified via instrumental variables, belongs to some parametric family of functions. We show that this testing problem can essentially be reduced to testing whether a regression function in an ordinary nonparametric regression model vanishes. The asymptotic distribution theory of two test statistics is developed, and their power properties are investigated in a simulation study.

Related Topics
Physical Sciences and Engineering Mathematics Statistics and Probability
Authors
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