• 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