Normalize & Standardize

Nov 21, 2006

How to normalize a simple array (1 column) of 1000+ cells

I tried:

=STANDARDIZE(A2,A3,A4)

A2 the array that I want to normalize (serie of values)
A3 the Arithm. Mean (Average) for the target array (the correct array, same data type)
A4 STDEVP for the target array (the correct array).

But not sure that this formula is for normalizing (shift data set till it fits the histogram bell shape of the target data set)

I was able to do the normalization by hand using Histogram in Excel Statistics and then (linear) shifting my data (adding a constant) till I had a good fit when overlaying the two histograms, but I like to do it with a formula.

Below a sample of the data: the first column is my model (target) the second the data to be normalized and the third column after I subtracted 10 to the second column so it fitted in the histogram of the first column (cannot attach the Excel file as it is too large)

102.383115.18105.18
102.258128.56118.56
101.427140.58130.58
106.019119.7109.7
105.065123.18113.18
105.396128.27118.27
103.949130.46120.46

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I have a file of company name exactly duplicated. Within each duplicate set of rows each row can have a different account code (number).

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The attached sample file shows the input and desired output i would like.

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