RE: Describing variability
From: "Steve Duffull"
Subject:RE: [NMusers] Describing variability
Date: Wed, 2 Apr 2003 08:14:40 +1000
Hi all
My 2c worth. I think that Ken has an important point here - the failure
of $COV due to a non-positive definite R or S matrix is an all or
nothing feature of NONMEM. Models for which $COV work may be
ill-conditioned and models for which $COV does not work may only be just
a 'fraction more' ill-conditioned. For instance I have transferred
matrices from MATLAB to NONMEM and vice versa and found that NONMEM has
described matrices as non-positive definite when MATLAB was happy to
work with them. This suggests that we are dealing also with a degree of
ill-conditioning - and the matrix algebra in NONMEM is perhaps not as
advanced as MATLAB.
In either case accepting or not accepting a model based on an
all-or-nothing response from NONMEM does not sound sensible. This seems
tantamount to saying that someone who is over 65 years of age is old but
someone who is 64.99 years is not old?
Kind regards
Steve
PS You could of course use BUGS :-)
===================================
Stephen Duffull
School of Pharmacy
University of Queensland
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Australia
Tel +61 7 3365 8808
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