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Need help with data normalization

I have a simple table and Im trying to normalize the Voltage for each SN. I want to divide the voltage data by the first voltage value for each SN.

 

For example,

for SN = A, Normalized Voltage = 26.75/26.75 = 1, 27.21/26.75, 27.57/26.75, 26.93/26.75,

for SN = B, Normalized Voltage = 26.52/26.52 = 1, 26.71/26.52 and so on.....

 

Is there a way to do this using the row and column functions in jmp? or is a jmp script required?

 

sumanthcb141977_0-1669922441694.png

 

1 ACCEPTED SOLUTION

Accepted Solutions
jthi
Super User

Re: Need help with data normalization

If the first voltage is always first you can just use with byVar Col Min() (Column3) and if it isn't then a bit more complicated formula should work (Column4)

jthi_0-1669923283687.png

Column3:

:V / Col Min(:V, :S)

Column4:

:V / :V[Col Min(Row(), :S)]
-Jarmo

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4 REPLIES 4
jthi
Super User

Re: Need help with data normalization

If the first voltage is always first you can just use with byVar Col Min() (Column3) and if it isn't then a bit more complicated formula should work (Column4)

jthi_0-1669923283687.png

Column3:

:V / Col Min(:V, :S)

Column4:

:V / :V[Col Min(Row(), :S)]
-Jarmo

Re: Need help with data normalization

Jarmo.

Thanks for the feedback. The formula you shared works if the 1st data point is the minimum for the particular S. However if that is not the case, how would you approach the formula?

jthi
Super User

Re: Need help with data normalization

Did you try both of the formulas?

-Jarmo

Re: Need help with data normalization

Jarmo,

 

The Formula for Column4 is the one that works! Thanks a lot for your inputs