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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