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Bayesian estimation in NONMEM

delete2023-12-08
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OA
AI
C
Curtis Johnston *
T
Timothy Waterhouse
M
Matthew Wiens
J
John Mondick
J
Jonathan French
W
William R. Gillespie
DOI:10.1002/psp4.13088delete
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摘要

摘要

En 中文
Bayesian estimation is a powerful but underutilized tool for answering drug development questions. In this tutorial, the principles of Bayesian model development, assessment, and prior selection will be outlined. An example pharmacokinetic (PK) model will be used to demonstrate the implementation of Bayesian modeling using the nonlinear mixed-effects modeling software NONMEM.
Keyword:
MIXED-EFFECTS MODELS
PARAMETER UNCERTAINTY
PHARMACOMETRIC MODELS
PRIOR DISTRIBUTIONS
CONVERGENCE
VARIANCE
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期刊

C
CPT-Pharmacometrics and Systems Pharmacology
IF:
3
论文数:
1.1K
被引数:
4.1K

机构

M
metrum research group
学者数:
117
论文数: 84
被引数: 2
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