標題: Mode type quasi-range and its applications
作者: Chen, Lin-An
PeterYang, Hsien-Chueh
Tang, Chau-Shyun
統計學研究所
管理科學系
Institute of Statistics
Department of Management Science
關鍵字: breakdown point;range;robustness;quasi-range;scale parameter
公開日期: 2008
摘要: Building from the consideration of closeness, we propose the mode quasi-range as an alternative scale parameter. Application of this scale parameter to formulate the population standard deviation is investigated leading to an efficient sample estimator of standard deviation from the point of asymptotic variance. Monte Carlo studies, in terms of finite sample efficiency and robustness of breakdown point, have been performed for the sample mode quasi-range. This study reveals that this closeness consideration-based mode, quasi-range, is satisfactory because these statistical procedures based on it are efficient and are less misleading for drawing conclusion from the sample results.
URI: http://hdl.handle.net/11536/9844
http://dx.doi.org/10.1080/02664760802271082
ISSN: 0266-4763
DOI: 10.1080/02664760802271082
期刊: JOURNAL OF APPLIED STATISTICS
Volume: 35
Issue: 10
起始頁: 1181
結束頁: 1192
Appears in Collections:Articles