cancel
Showing results for 
Show  only  | Search instead for 
Did you mean: 
The Discovery Summit 2025 Call for Content is open! Submit an abstract today to present at our premier analytics conference.
Choose Language Hide Translation Bar
View Original Published Thread

CPK - 2 Dimesions

SimonItaly
Level I

Dears,

a "conceptual" question...

If I have a characteristic identified by two factors and the specification limits are defined by an area rather than an interval... is it possible to calculate the CPK?

See the diagram below (invented): blue dots = the specification, orange dots = production.

 

SimonItaly_0-1741996923274.png


Is it possible to calculate a CPK?

Thanks in advance for the feedback.

1 REPLY 1
shampton82
Level VII


Re: CPK - 2 Dimesions

Hey @SimonItaly ,

I have also pondered this question!  I have not found anything readily available but have worked on a possible solution on my own, though it is just a fun side project and nothing formal.  What I did was fit a distribution for the Y axis values and then fit a distribution to the x axis values.  I then simulated a million values using random distributions of the best fit for Y and X.  I then calculated the out of spec percentage from the simulation and aligned that with an out of spec/Ppk curve and reported the Ppk for the out of spec percentage observed.  The main downside to this method is if your out of spec calculation returns zero you get an error.  However, you might just have to up the simulated values from a million to get at least one out of spec value.

 

Not a formal approach but something that I found worked for my situations.  Hope it at least spurs some ideas!

 

Steve