1-Sample t Exercise - PowerPoint PPT Presentation

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1-Sample t Exercise

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Title: Analyze - Hypothesis Testing Normal Data - P1 Subject: Analyze - Hypothesis Testing Normal Data - P1 Author: Open Source Six Sigma Keywords – PowerPoint PPT presentation

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Title: 1-Sample t Exercise


1
1-Sample t Exercise
  • Exercise objective Utilize what you have learned
    to conduct and analyze a one sample t-test using
    MINITABTM.
  • The last engineering estimation said we would
    achieve a product with average results of 32
    parts per million (ppm).
  • We want to test if we are achieving this
    performance level, we want to know if we are on
    target, with 95 confidence in our answer. Use
    data in column ppm VOC
  • 3. Are we on Target?

2
1-Sample t Exercise Solution
  • Since we do not know the population Standard
    Deviation, we will use the 1 sample T test to
    determine if we are at target.

3
1-Sample t Exercise Solution
  • After selecting column C1 and setting Hypothesis
    mean to 32.0, click Graphs and select
    Histogram of data to get a good visualization
    of the analysis.
  • Depending on the test you are running you may
    need to select Options to set your desired
    Confidence Interval and hypothesis. In this case
    the MINITABTM Defaults are what we want.

4
1-Sample t Exercise Solution
  • Because we used the option of Graphs, we get a
    nice visualization of the data in a histogram AND
    a plot of the null hypothesis relative to the
    confidence level of the population Mean.
  • Because the null hypothesis is within the
    confidence level, you know we will fail to
    reject the null hypothesis and accept the
    equipment is running at the target of 32.0.

5
1-Sample t Exercise Solution
  • In MINITABTMs Session Window (ctrl M), you can
    see the P-value of 0.201. Because it is above
    0.05, we fail to reject the null hypothesis so
    we accept the equipment is giving product at a
    target of 32.0 ppm VOC.
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