PROGRAM PACKAGE FOR SIMULATION AND PARAMETER-ESTIMATION IN PHARMACOKINETIC SYSTEMS

被引:538
作者
DARGENIO, DZ
SCHUMITZKY, A
机构
[1] UNIV SO CALIF,DEPT MATH,LOS ANGELES,CA 90007
[2] UNIV SO CALIF,APPL PHARMACOKINET LAB,LOS ANGELES,CA 90007
来源
COMPUTER PROGRAMS IN BIOMEDICINE | 1979年 / 9卷 / 02期
基金
美国国家科学基金会;
关键词
Interactive programs; Least squares; Nonlinear models; Parameter estimation; Pharmacokinetics; Repetitive dosing; Simulation;
D O I
10.1016/0010-468X(79)90025-4
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
A set of programs is presented which has been developed for parameter estimation and simulation of models arising from pharmacokinetic applications. The programs can accommodate linear and nonlinear models with multiple inputs and multiple outputs. When the model is defined by differential equations, non-uniform repetitive dosage regimens can be handled. The model may also be entered in integrated form when single dose studies or uniform multiple dose studies are being considered. The programs employ a variable-step, variable-order integration routine to solve the model differential equations, and the Nelder-Mead simplex procedure to determine the parameter values which minimize a weighted least squares criterion. The programs have been written for an interactive time-sharing environment with the experimental data and model equations stored in files for future use. © 1979.
引用
收藏
页码:115 / 134
页数:20
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