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| NONMEM PROGRAM |
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MEANING: The name of a computer program.
CONTEXT: NONMEM input/output
DISCUSSION:
The acronym NONMEM denotes both a type of statistical model and the
program used to analyze data according to such a model.
(See nonmem_model). This entry briefly describes the NONLINEAR MIXED
EFFECTS MODEL (NONMEM) program.
NONMEM is a computer program written in FORTRAN 77 used to analyze
data according to a Non-linear Mixed Effects Model. NONMEM is batch-
oriented. It is accompanied by an input preprocessor (NM-TRAN) that
provides a SAS-like user communication interface, and by a suite of
subprograms (PREDPP) that, within the context of the NONMEM program,
implements most of the common simple pharmacokinetic models used by
pharmacokineticists. PREDPP also has code for solving general linear
and non-linear differential equations describing more complicated
pharmacokinetic models.
The user generally will have to supply data and a code (either in an
abbreviated form understood by NM-TRAN, or in a FORTRAN subroutine)
specifying the dependence on the mixed effects. He will also have to
make choices regarding the NONMEM process: e.g., whether to estimate
parameters, and if so, which of several estimation methods to use
(each method minimizes a different objective function).
NONMEM output reports the minimum value of the objective function,
parameter estimates, standard errors, tables, and line-printer scat-
terplots, etc., as requested. NONMEM computes model predictions using
the parameter estimates, and similarly, residuals and weighted residu-
als, and makes these available for tables and scatterplots.
NONMEM can also easily be used to simulate data under a NONMEM model.
(See estimate, method, parameter, parameter_estimate).
(See objective_function, table, scatterplot).
(See residual, weighted-residual, predpp).
REFERENCES: Guide I Section A
REFERENCES: Guide V Section 1, 2
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