Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
1154106 | Statistics & Probability Letters | 2008 | 8 Pages |
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.
Keywords
Related Topics
Physical Sciences and Engineering
Mathematics
Statistics and Probability
Authors
Hajo Holzmann,