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st: RE: RE: standardizing on [0,1]


From   "Nick Cox" <[email protected]>
To   <[email protected]>
Subject   st: RE: RE: standardizing on [0,1]
Date   Mon, 22 Jul 2002 11:35:51 +0100

Moliterno, Thomas

> > I have a variable with values ranging from -1.58e-6 to
> 946515 (annual
> > scores on a particular matrix derived measure).  I would like to
> > standardize these values on [0,1] so that the observation with the
> > highest value is given the value 1.  Any thoughts on an
> > efficient way to do this?

Nick Winter
>
> You want to subtract the minimum of the variable, then divide by the
> range:
>
> 	sum myvar
> 	replace myvar = (myvar - `r(min)') / (`r(max)'-`r(min)')
>
> For lots of variables, this can be rolled up in foreach:
>
> 	foreach var in thisvar thatvar othervar {
> 		qui sum `var'
> 		replace `var' = (`var' - `r(min)') /
> (`r(max)'-`r(min)')
>
> 	}

For efficiency, note that

su `var', meanonly

is faster for this.

Nick
[email protected]

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