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What is the Formula for Cpk in Excel?


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Related Topic Tags
microsoft excel .xls .xlsx spreadsheet, forumulas (mathematics), cpk (related to process capability), ppk (related to process performance)
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  Post Number #1  
Old 19th June 2003, 05:31 AM
lee01

 
 
Total Posts: 89
Thank You! What is the Formula for Cpk in Excel?

Can someone inform what the Cpk formula I should be using in excel?

I'm currently using:



=IF(B11<B12,B11/3,B12/3)

Converted: If(0.351<2.921,0.351/3,2.921/3)


I'll tell you what, I'm taking a full sample of points and have these values, anyone want to give me an idea how to calculate the value?0.0166
0.0073
0.0003
0.0078
0.0039
0.0138
0.0033
0.0101
0.0008
0.0009
0.0114
0.0129
0.0021
0.0053
0.0173
0.0139
0.0021
0.0007
0.0118
0.0126
0.0019
0
0.0124
0.0123
-0.0036
0.0145
0.0088
0.0101
0.0068
0.0089
0.0178
0.0014
0.0136
0
0.0138
0.0141
0.0023
0.0143
0.0172
0.0038
0.0084
0.0234
0.0129
0
0.0011
0.0119
0.0111
0.0023
0.0039
0.0092
-0.0018
0.0073
0.0014
0.004
0.0116

Mnay many many thanks

Lee01

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  Post Number #2  
Old 19th June 2003, 10:06 AM
Sam's Avatar
Sam

 
 
Total Posts: 1,444
I don't recognize the equation. How did you get there?
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  Post Number #3  
Old 19th June 2003, 10:13 AM
Craig H.

 
 
Total Posts: 2,048
Lee:

Why don't you put the data in an Excel file and attach it to a thread?

I assume the spec is .351 min, 2.921 max?
  Post Number #4  
Old 19th June 2003, 11:41 AM
lee01

 
 
Total Posts: 89
Sorry my friends Iíve got it know!

I have been creating the following statistics in the following way, please can you have a look at the formulaís to make sure Iím on the correct path.


Cell Statistic & Exactly what Iím
Number Result Entering in Excel


B1 USL =0.005 0.005 (From design)
B2 LSL = -0.005 -0.005 (From design)
B3 STD = 0.001 =STDEVP(B15:B63) (note: B15:B63 is the location of the data)
B4 Mean = 0.001 =AVERAGE(B15:B63)
B5 Min = -0.002 =MIN(B15:B63)
B6 Max = 0.004 =MAX(B15:B63)
B7 Range= 0.006 =MAX(B15:B63)-MIN(B15:B63)
B8 UCL = 0.005 =B4+(3*B3)
B9 LCL = -0.003 =B4-(3*B3)
B10 Cp = 1.25 =(B1-B2)/(6*B3)
B11 Cpu = 3.25 =(B1-B4)/(B3*3)
B12 Cpl = 4.251 =(B4-B2)/(B3*3)
B13 Cpk = 1.08 =MIN(B11:B12)
  Post Number #5  
Old 19th June 2003, 11:43 AM
lee01

 
 
Total Posts: 89
Sorry my friends Iíve got it know!

I have been creating the following statistics in the following way, please can you have a look at the formulaís to make sure Iím on the correct path.

Its in the attachment

Lee01
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File Type: doc Cpk Formula in Excel.doc (19.0 KB, 2589 views)
  Post Number #6  
Old 19th June 2003, 12:40 PM
Darius's Avatar
Darius

 
 
Total Posts: 551
Wrong

You are using Total Variation estimate (STDEV) to estimate Control Limits, and you are using Total Variation estimate to calculate Cp, Cpk, Cpu, Cpl.

The index calcualted this way is pp, ppk, ppu, ppl

To calculate the Cp, Cpk, and Control Limits use Moving Range or Averages to estimate the variation.

The Total Variation estimate is affected by the variation between samples and within samples, the estimate for control limits is the within sample variation.

Sigma = MR_average / 1.128 (for individual)
or
Sigma = R_average /d2 for (subgroups <>1)
Thank You to Darius for your informative Post and/or Attachment!
  Post Number #7  
Old 19th June 2003, 01:08 PM
Atul Khandekar's Avatar
Atul Khandekar

 
 
Total Posts: 1,457
Question Questions...

Lee,

I still don't get it - or maybe I am missing something very obvious!

1.You have posted 55 values, yet the document shows AVERAGE(B15:B63) ie only 48 values.

2. Your computed values are rounded off to 3 decimal digits and the data has 4 decimal digits. There may be some errors due to rounding.

3. I did not try calculting with Excel, but you have so many values above USL (0.005) that Cpk of 1.08 seems unlikely. Then again MIN(3.25,4.251) can't be 1.08 !

4. If by "full sample of points" you mean the entire population, then STDEVP is okay. If not, use STDEV. and yes the index would be Ppk.

Can you please post your original Excel sheet?
Thanks to Atul Khandekar for your informative Post and/or Attachment!
  Post Number #8  
Old 23rd June 2003, 05:06 AM
lee01

 
 
Total Posts: 89
Okay! Wait a minute.

I understand where your coming from but. . . . .

I'm trying to work out Cpk, & Cp in excel and I have and willl continue to measure the full spopulation (No sample measurement) so I think I'm using the correct Excel calculation.

Is this worng/ correct what should I do? This is being used and has been used for some time in this multinational organisation so are you sure and how will I inform everyone they have been doing it wrong and how they are doing it wrong and how to to do it correct.

Lee01
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