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Is a percent value considered attribute/discrete?

Six Sigma – iSixSigma Forums Old Forums General Is a percent value considered attribute/discrete?

This topic contains 3 replies, has 3 voices, and was last updated by  Adrian P. Smith 12 years, 3 months ago.

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  • #47271

    Wicho
    Member

    Per the posted article on Discrete Data, “Discrete data is information that can be categorized into a classification. Discrete data is based on counts. Only a finite number of values is possible, and the values cannot be subdivided meaningfully. For example, the number of parts damaged in shipment”.
    Is a percent value considered attribute/discrete? It meets the category of finite number of values (i.e. ranges only from 0% to 100%) but it can be subdivided meaningfully (i.e. 50.123%).

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    #157447

    CT
    Participant

    Discrete Data cannot be associated with a continuum of values but rather assume specific values along the number line, with gaps between them. The most common form of discrete data is a count of some observable occurrence. i.e. count data include the number of blemishs on an automobile surface, or the monthly number of dissatisfied customers, or the number of defective units in a batch. Count data can be expressed in terms o whole numbers or percentages.
    Short answer, Yes
    Chad Taylor

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    #158042

    Wicho
    Member

    Thanks for your response. Does it depend on how the percentage was calculated? For example, if we have continous data for both numerator and denominator, does it automatically make the percent value attribute or does it remain continous because both numerators and denominators were continous? Or, are we saying that the percent value itself, regardess of the values, is always attribute.

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    #158043

    Adrian P. Smith
    Participant

    Hi Wicho
    You are correct.
    If both are continuous the percentage is continuous.
    If both are discrete the percentage is discrete.
    And of course, if you have 1 continuous variable and calculate what percentage of individual data points are above a certain value, that is also discrete (since each one is either above or not).
    In general, discrete percentages are more common in transactional projects and if you are lucky enough to have continuous data it is usually better to analyse them separately as you do lose some information by converting it to a percentage.
    Hope this helps.
    Rgds,Adrian

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