DocumentCode
2399104
Title
An estimation of the capability index of process and its confidence inteval for small sample with non-normal
Author
Li, Xiangjun ; Xu, Zhilong
Author_Institution
Coll. of Mathmatics & Inf., Wenzhou Univ., Wenzhou, China
fYear
2012
fDate
19-20 May 2012
Firstpage
357
Lastpage
360
Abstract
It is discussed in the paper how to compute the capability index of process and its confidence interval for small sample from non-normal distribution which thd typical estimate method is invalid, that is computing generalized capability index of process with bootstrap. It can not only avoid the trouble of data from non-normal distribution, but also resolve the problem of accuracy with small sample. At last, as an example, we computed the the capability index of process and its confidence interval for Weibull distribution, which turns out to be efficacious.
Keywords
Weibull distribution; process capability analysis; Weibull distribution; capability index estimation; capability index of process; confidence inteval; nonnormal distribution; Accuracy; Estimation; Gaussian distribution; Indexes; Process control; Standards; Weibull distribution; bootstrap; capability index of process; confidence interval; percentile;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems and Informatics (ICSAI), 2012 International Conference on
Conference_Location
Yantai
Print_ISBN
978-1-4673-0198-5
Type
conf
DOI
10.1109/ICSAI.2012.6223633
Filename
6223633
Link To Document