Sequential confidence intervals based on generalized m-statistics
作者:
M. Aerts,
P. Janssen,
N. Veraverbeke,
期刊:
Sequential Analysis
(Taylor Available online 1987)
卷期:
Volume 6,
issue 3
页码: 187-206
ISSN:0747-4946
年代: 1987
DOI:10.1080/07474948708836126
出版商: Marcel Dekker, Inc.
关键词: generalized M functional;Bahadur and asymptotic representations;nonparam sequential fixed width confidence intervals;jackknife
数据来源: Taylor
摘要:
A broad class of statistics including U-statistics and generalized quantiles (U- quantiles) can be viewed as solutions to an equation of the form. For these generalized M- estimators we develop weak and strong representations. As an application of the weak representation we show a central limit theorem for Mn. From the a.s. representation for mnthe asymptotic properties of sequential fixed width confidence intervals based on these estimators are derived. The results in this paper unify and extend earlier work of Geertsema (1970), Jurečková (1979), Boos (1980) and Choudhury and Serfling (1985).
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