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Six Sigma Capability  (in  3  Power Point Slides!) 1.  Here are simplified & easy-to-understand ways to describe defect rates!  2. Let’s fix capability analysis:  Not  Cp, Cpk, Pp or Ppk! Author: John Haury, Ph.D. [email_address] σ  (sigma) & standard deviation (Std) are used interchangeably here. Contact me if you want to discuss short term & long term  σ .
Confusion: 6 σ  versus ±3 σ ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Six Sigma is actually  ±6 σ  to the  nearest specification (minimum).
Visualize  ± 6 σ  (Six Sigma)  ,[object Object],[object Object],[object Object],[object Object],[object Object],Note: Histograms in combination with control charts deliver  the essence of process stability and capability analysis!
“ See” Capability by Histogram:  Defect rate or number of  σ  to nearest spec   -3  -2  -1  0  1  2  3  4  5  6 St Devs   σ Upper Spec.  Histogram & Specs work for any distribution to show defect rate ( w/ or w/out  σ )  Cp not needed! After all, it is a unit-less ratio   not easy to explain.  Then add  Cpk, Pp, Ppk, their confidence intervals & a  ±1.5 σ  shift? Histograms tell the story!  By the way, Cp=Upper minus lower spec. divided by 6 σ  (6 times the Std).  Cpk is the distance from the mean to the nearest spec (in terms of  σ ’s) divided by 3. Conclusion:   Defect rates & associated   costs!!  Now that’s keeping score! Count or estimate the defect rate

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Six Sigma Capability

  • 1. Six Sigma Capability (in 3 Power Point Slides!) 1. Here are simplified & easy-to-understand ways to describe defect rates! 2. Let’s fix capability analysis: Not Cp, Cpk, Pp or Ppk! Author: John Haury, Ph.D. [email_address] σ (sigma) & standard deviation (Std) are used interchangeably here. Contact me if you want to discuss short term & long term σ .
  • 2.
  • 3.
  • 4. “ See” Capability by Histogram: Defect rate or number of σ to nearest spec -3 -2 -1 0 1 2 3 4 5 6 St Devs  σ Upper Spec.  Histogram & Specs work for any distribution to show defect rate ( w/ or w/out σ ) Cp not needed! After all, it is a unit-less ratio  not easy to explain. Then add Cpk, Pp, Ppk, their confidence intervals & a ±1.5 σ shift? Histograms tell the story! By the way, Cp=Upper minus lower spec. divided by 6 σ (6 times the Std). Cpk is the distance from the mean to the nearest spec (in terms of σ ’s) divided by 3. Conclusion: Defect rates & associated costs!! Now that’s keeping score! Count or estimate the defect rate