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CPK is not true if data is not normal is PPK true?

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  • #48724

    Scott Johnson
    Member

     My question is related to data that is tested to not be normal using the Anderson Darling test. For Capablity of a process index (CPK) is not relevent if data is not normally distributed. Is Performance of the process index (PPK) a relevent number or mathmatically correct?

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    #165168

    Search Forum
    Member
    #165173

    Snow
    Participant

    Your first statement is incorrect. Cp-Cpk-Pp-Ppk-Z-Sigma all require an approximately normal distribution to be accurate. The difference between the Cp and Pp is simply the type of std dev you are using in your calcuation.

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    #165184

    Ward
    Participant

    I like the “posted by” name, but I don’t think many get it.

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    #165185

    freshman
    Participant

    Hi Pete,
    This question is very important for me. Can you give us some example data’s ? Because i want to try this point on Minitab.

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    #165189

    Van Kim Ban
    Member

    long-term or  short-term

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    #165190

    Reality
    Participant

    In reality, you will probably never run accross a perfect bell curve quantity of data.  Therefore, in most all applications, you will be applying bell curves to data that may be near, but does not have a perfect distribution of data to fit a bell curve.  With this in mind, I will direct you to Dr. Donald Wheeler’s book “Introduction to Statistical Process Control” where he points out that slight normallity diviations has very little affect on the predictability of the statistics…even to the extent that the curve may be mis-shaped as badly as a right triangle curve.  Therefore, “you” need to decide how critical your application is and whether you want to apply a bell curve to it.  You may want to use the Chi-square test or the Anderson-Darling “p” to help you decide.  Of course, any good stats software package today will also calculate the proper CpK for you if you tell it to use curve fitting (a non-normal curve) to do the calculations.

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    #165202

    Van Kim Ban
    Member

    Thank You.
    I  wish  to  purchase  that  book,kindly  send  me  some  details
    Best  regards

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