Some new methods for comparing the capability of two processes using process capability index Cpm

被引:2
|
作者
Perakis, Michael [1 ]
机构
[1] Gen Accounting Off, Athens, Greece
关键词
Process capability indices; Confidence intervals; Non-central chi-square distribution; Non-central F distribution; Doubly non-central F distribution; LOWER CONFIDENCE-LIMITS; INTERVAL; APPROXIMATIONS;
D O I
10.1108/IJQRM-01-2021-0012
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Purpose The purpose of the paper is the construction of confidence intervals for the ratio of the values of process capability index C-pm for two processes. These confidence intervals can be used for comparing the capability of any pair of competitive processes. Design/methodology/approach Two methods for constructing confidence intervals for the ratio of the values of process capability index C-pm for two processes are proposed. The suggested techniques are based on a two-step approximation of the doubly non-central F distribution. Their performance is tested via simulation. Findings The performance of the suggested techniques seems to be rather satisfactory even for small samples, as illustrated through the use of simulated data. Practical implications The practical implication of the suggested techniques is that they can be implemented in real-world applications, since they can be used for comparing the capability of any pair of competitive processes. Originality/value The paper presents two new methods for constructing confidence intervals for the ratio of the values of process capability index C-pm for two processes.
引用
收藏
页码:1170 / 1189
页数:20
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