Skew Coefficient

Does Numbers allow you to find the skew coefficient using the software method like Excel does?

MacBook Air (11-inch Mid 2011)

Posted on Jun 28, 2013 1:05 PM

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4 replies

Jun 28, 2013 2:18 PM in response to kcliggett

You can come close with the following approach:


User uploaded file

In this example, we have a list of 10 inputs in column A.


I have found the skew using the expression found in the Excel help site for the Skew function:


User uploaded file


I found the deviation with:


=STDEVP($A)


and the mean with:


=AVERAGE($A)


The expression being summed in the expression above was calculated for each entry using:


=(($A-B$2)/B$1)^3


The summation and multiplication in the footer row is:


=(COUNT($A)/((COUNT($A)-1)*(COUNT($A)-1)))*SUM(B)


My result is within about 4% of what the help page says Excel would calculate. Not too bad for this sort of operation. I'm not sure where the difference would be, but I would be happy to get that close.


Jerry

Jun 29, 2013 2:32 AM in response to Jerrold Green1

Hello Jerry,


The formula

=(COUNT($A)/((COUNT($A)-1)*(COUNT($A)-1)))*SUM(B)


should be

=(COUNT($A)/((COUNT($A)-1)*(COUNT($A)-2)))*SUM(B)


And you need to use STDEV() instead of STDEVP() in order to get the same result as in

http://office.microsoft.com/en-001/excel-help/skew-HP005209261.aspx


---

Perhaps we might exploit Numbers a little harder without using intermediate variables for small data set like this one.


A1  data
A2  3
A3  4
A4  5
A5  2
A6  3
A7  4
A8  5
A9  6
A10 4
A11 7

B1  ((x-avg(X))/std(X))^3
B2  =(($A2-AVERAGE($data))/STDEV($data))^3
B3  =(($A3-AVERAGE($data))/STDEV($data))^3
B4  =(($A4-AVERAGE($data))/STDEV($data))^3
B5  =(($A5-AVERAGE($data))/STDEV($data))^3
B6  =(($A6-AVERAGE($data))/STDEV($data))^3
B7  =(($A7-AVERAGE($data))/STDEV($data))^3
B8  =(($A8-AVERAGE($data))/STDEV($data))^3
B9  =(($A9-AVERAGE($data))/STDEV($data))^3
B10 =(($A10-AVERAGE($data))/STDEV($data))^3
B11 =(($A11-AVERAGE($data))/STDEV($data))^3

C1  skew
C2  =COUNT($data)/((COUNT($data)-1)*(COUNT($data)-2))*SUM('((x-avg(X))/std(X))^3')


Kind regards,

H

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Skew Coefficient

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