Date: Sep 5, 2011 3:50 AM
Author: Steven D'Aprano
Subject: Re: Which sample variance should I choose?
On Thu, 1 Sep 2011 06:30 pm Steven D'Aprano wrote:
> On Thu, 1 Sep 2011 04:34 am Paul wrote:
>> If you know the population mean, then
>> s2_1 = ?(x - µ)^2 / n
>> is unbiased.
>> If you don't know the population mean, then
>> s2_2 = ?(x - m)^2 / (n-1)
>> is unbiased, while
>> s2_3 = ?(x - m)^2 / n
>> is biased but nevertheless more accurate than s2_2.
> Thanks Paul, that's exactly the sort of thing I'm looking for.
> Not that I don't believe you :) but if you also have a reference
> (especially one that's online) that would be really helpful.
For the record, in case anyone else is interested, I've found a reference:
Press, W. H., Teukolsky, S.A., Vetterling, W.T., & Flannery, B.P.
(1992, 2nd Ed.). Numerical Recipes. Cambridge, MA: Cambridge University
http://www.visualstatistics.net/scaling/True and Unbiased Variance/True and Unbiased Variance.htm