Inference for Parameters Dened by Moment Inequalities: A Recommended Moment Selection Procedure

نویسنده

  • Donald W. K. Andrews
چکیده

This paper is concerned with tests and con…dence intervals for parameters that are not necessarily identi…ed and are de…ned by moment inequalities. In the literature, di¤erent test statistics, critical value methods, and implementation methods (i.e., the asymptotic distribution versus the bootstrap) have been proposed. In this paper, we compare these methods. We provide a recommended test statistic, moment selection critical value method, and implementation method. We provide data-dependent procedures for choosing the key moment selection tuning parameter and a size-correction factor : Keywords: Asymptotic size, asymptotic power, bootstrap, con…dence set, generalized moment selection, moment inequalities, partial identi…cation, re…ned moment selection, test, unidenti…ed parameter. JEL Classi…cation Numbers: C12, C15.

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The copyright to this Article is held by the Econometric Society. It may be downloaded, printed and reproduced only for educational or research purposes, including use in course packs. No downloading or copying may be done for any commercial purpose without the explicit permission of the Econometric Society. For such commercial purposes contact the Office of the Econometric Society (contact inf...

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تاریخ انتشار 2011