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 |
顯示於類別: | 期刊論文 |