[R-sig-ME] matrix square root factorization in nlme
Ray, Shubhankar
shubhankar_ray at merck.com
Mon Oct 27 19:26:25 CET 2008
Hello Everyone,
I am curious about the type of factorization used by pdFactor() in nlme
to calculate the square root factor of a matrix. Square root factors are
also used in normalizing residuals in residuals.lme.
I get different answers when I normalize the residuals by the following
principal sqrt matrix, calculated as:
E=eigen(C) #Correlation Matrix C
SqrtC=E$vector%*%sqrt(diag(E$values))%*%t(E$vector);
It will be great if you could describe the factorization.
Thanks in advance,
Shubhankar
Shubhankar Ray, Ph.D.
Biometrics Research
Merck & Company
P.O. Box 2000
Rahway, NJ 07065
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