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June 13, 2005Econometrica151 citationsOpen Access

On the Bootstrap of the Maximum Score Estimator

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JAJason AbrevayaJHJian Huang

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Abstract

This paper shows that the bootstrap does not consistently estimate the asymptotic distribution of the maximum score estimator. The theory developed also applies to other estimators within a cube-root convergence class. For some single-parameter estimators in this class, the results suggest a simple method for inference based upon the bootstrap.

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Abrevaya et al. (2005) studied this question.

synapsesocial.com/papers/6a72dc7819124b7309303e79https://doi.org/10.1111/j.1468-0262.2005.00613.x
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