I'm getting a different error variance than regress...

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Jack
Jack 2015년 3월 3일
편집: Jack 2015년 3월 3일
Hi All, I'm confused about how the error variance is computed in regress. Why is STATS(4) sometimes larger than var(Y)? Why isn't it always equal to var(Resid)?
clear all;clc;
X=rand(100,3);
Y=rand(100,1);
[B,BINT,R,RINT,STATS] = regress(Y,[ones(size(X,1),1),X]);
varY=var(Y);
varResid=var(Y'-B'*[ones(size(X,1),1),X]');
disp(['var(Y) = ' num2str(varY)]);
disp(['var(Resid) = ' num2str(varResid)]);
disp(['STATS(4) = ' num2str(STATS(4))]);
thanks!

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