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On the Bootstrap of the Maximum Score Estimator
Journal article   Peer reviewed

On the Bootstrap of the Maximum Score Estimator

Jason Abrevaya and Jian Huang
Econometrica, Vol.73(4), pp.1175-1204
07/2005
DOI: 10.1111/j.1468-0262.2005.00613.x

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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.
cube‐root asymptotics Maximum score estimation bootstrap

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