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The asymptotics for studentized K-Step M-Estimators of location

 

作者: Jana Jurečková,   Marek Malý,  

 

期刊: Sequential Analysis  (Taylor Available online 1995)
卷期: Volume 14, issue 3  

页码: 229-245

 

ISSN:0747-4946

 

年代: 1995

 

DOI:10.1080/07474949508836334

 

出版商: Marcel Dekker, Inc.

 

关键词: Asymptotic linearity;general asymptotics;general asymptotics;studentization

 

数据来源: Taylor

 

摘要:

k-step versions Mn(k)of studentized M-estimator Mnof location generated by various types of score functions are studied. The rate of approximation of Mnby Mn(k)(n → ∞, k fixed) is derived with the aid of the uniform asymptotic linearity results of three-parameters empirical M-processes. While the rate is considerably improved with increasing k for absolutely continuous score functions, it is improved very slowly for functions with jump-discontinuities where it can never be better than Op(n-1).

 

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