[R-sig-ME] Two compartment model PK model using nlme
martin highfield
mhighfield106 at googlemail.com
Tue Sep 7 17:28:23 CEST 2010
Dear list members,
Can anyone point me in the right direction for implementing a two
–compartment exponential model with instantaneous input and
first-order elimination kinetics using the nlme package. I have been
asked (informally) to replicate some pharmacokinetic data analysis
which was previously analysed using the NONMEM program but have little
experience with these types of models (how do I get myself into these
situations?) I know there is a function that implements a one
compartment open model (phenoModel) but am unable to find a function
specific to two compartment exponential with instantaneous input and
first order elimination. Would the SSbiexp function be equivalent or
would I have to construct a function myself?
The data comes from 33 subjects although the number of observations
per subjectis quite sparse and with some non consecutive observations
within a subject.
table(table(subset(dataf.stack, !is.na(dataf.stack$Concentration))$Subject))
2 3 4 5 6 7
4 5 5 8 10 1
Many thanks (and I hope I havent asked too many daft questions)
Best
Martin
sessionInfo()
R version 2.11.0 (2010-04-22)
i386-pc-mingw32
locale:
[1] LC_COLLATE=English_United Kingdom.1252 LC_CTYPE=English_United
Kingdom.1252 LC_MONETARY=English_United Kingdom.1252
[4] LC_NUMERIC=C LC_TIME=English_United
Kingdom.1252
attached base packages:
[1] stats graphics grDevices utils datasets methods base
other attached packages:
[1] reshape_0.8.3 plyr_0.1.9 lattice_0.18-8 nlme_3.1-96
loaded via a namespace (and not attached):
[1] grid_2.11.0 tools_2.11.0
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