Improved One-Sided Control Charts for the Mean of a Positively Skewed Population Using Truncated Saddlepoint Approximations

Binchao Chen; Timothy Matis; James Benneyan

首页> 外文期刊>Quality and Reliability Engineering International >Improved One-Sided Control Charts for the Mean of a Positively Skewed Population Using Truncated Saddlepoint Approximations

【24h】

Improved One-Sided Control Charts for the Mean of a Positively Skewed Population Using Truncated Saddlepoint Approximations

机译：改进的单侧控制图，使用截断的鞍点近似求正偏总体的均值

获取原文

获取原文并翻译 | 示例

获取外文期刊封面封底 >>

开具论文收录证明 >>

文献代查 >>

页面导航

摘要
著录项
相似文献
相关主题

摘要

This paper develops a truncated saddlepoint (TS) control chart for the mean of a population with a skewed density. This chart requires the estimation of only a few population cumulants from sample data and is relatively straightforward in construction. Performance is assessed at various levels of truncation in terms of type 1 and 2 error rates and compared with other heuristic control charts via the Monte Carlo simulation. The truncated saddlepoint (TS) chart is shown to generally outperform these charts, especially in cases with small sample sizes or high levels of population skewness.

机译：本文针对密度偏斜的总体平均值制定了截断鞍点（TS）控制图。该图表仅需要从样本数据中估算出一些种群累积量，并且在构造上相对简单。根据类型1和2的错误率在不同的截断级别上评估性能，并通过蒙特卡洛模拟与其他启发式控制图进行比较。截短的鞍点（TS）图表通常表现优于这些图表，尤其是在样本量较小或人口偏度较高的情况下。

著录项

来源
《Quality and Reliability Engineering International》 |2011年第8期|p.1043-1058|共16页
作者
Binchao Chen; Timothy Matis; James Benneyan;
展开▼
作者单位

Department of Industrial Engineering, Texas Tech University, Box 43061, Lubbock, TX 79494-3061, USA.;

Department of Industrial Engineering, Texas Tech University, Box 43061, Lubbock, TX 79494-3061, USA.;

Department of Mechanical and Industrial Engineering, Northeastern University, 334 Snell Engineering Center, Boston, MA 02115, U.SA;

展开▼
收录信息美国《科学引文索引》(SCI);美国《工程索引》(EI);
原文格式 PDF
正文语种 eng
中图分类
关键词
saddlepointapproximations; quality control; control charts; skewed distributions;

机译：鞍点近似值;质量控制;控制图;偏态分布;

相似文献

外文文献
中文文献
专利

1. One-sided control charts for the mean of positively skewed distributions [J] . Yi Dou Quality Control and Applied Statistics . 2003,第4期

机译：单侧控制图，显示正偏分布的平均值
2. One-sided control charts for the mean of positively skewed distributions [J] . Yi Dou, Ping Sa Total Quality Management . 2002,第7期

机译：单侧控制图，显示正偏分布的平均值
3. Control charts for positively-skewed populations with weighted standard deviations [J] . Young Soon Chang, Do Sun Bai Quality and Reliability Engineering International . 2001,第5期

机译：具有加权标准差的正偏总体的控制图
4. Estimating Rare Event Probabilities Using Truncated Saddlepoint Approximations [C] . Timothy I. Matis, Ivan G. Guardiola Spring Simulation Multiconference(SpringSim'06); 20060402-06; Huntsville,AL(US) . 2006

机译：使用截断的鞍点近似估计稀有事件概率
5. A Real-Time Prognostic Methodology Based on Feature Extraction and Multivariate Control Charting for Improving Reliability and Maintenance. [D] . Chakamehgooyemotlagh, Mehdi. 2017

机译：基于特征提取和多元控制图的实时预测方法，可提高可靠性和维护性。
6. Problem-Based Training Improves Recognition of Patient Hazards by Advanced Medical Students during Chart Review: A Randomized Controlled Crossover Study [O] . Friederike Holderried, Daniel Heine, Robert Wagner, 2010

机译：基于问题的培训可提高图表审查期间高级医学生对患者危害的认识：一项随机对照研究
7. One-Sided Cumulative Sum (CUSUM) Control Charts for the Erlang-Truncated Exponential Distribution [O] . Gadde Srinivasa Rao 2013

机译：Erlang截断指数分布的片面累积和控制图表

Improved One-Sided Control Charts for the Mean of a Positively Skewed Population Using Truncated Saddlepoint Approximations

摘要

著录项

相似文献

相关主题

期刊订阅