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Predicate | Object |
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rdf:type | |
lifeskim:mentions | |
pubmed:issue |
6
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pubmed:dateCreated |
1997-3-14
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pubmed:abstractText |
There is no method available to compare the fit of two non-hierarchical non-linear mixed effects models, although the common practice is to select the model with the lower objective function. Bootstrapping the log-likelihood differences (LLDs) of non-hierarchical models and constructing a bootstrap confidence interval on the LLDs is proposed for comparing the goodness-of-fit of such models. This is illustrated with different parameterizations of clearance models for an anti-infective agent in a longitudinal pharmacokinetic study which are compared. Additive and exponential models of creatinine clearance as a predictor of clearance are used as examples.
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pubmed:language |
eng
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pubmed:journal | |
pubmed:citationSubset |
IM
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pubmed:chemical | |
pubmed:status |
MEDLINE
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pubmed:month |
Nov
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pubmed:issn |
0010-4825
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pubmed:author | |
pubmed:issnType |
Print
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pubmed:volume |
26
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pubmed:owner |
NLM
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pubmed:authorsComplete |
Y
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pubmed:pagination |
505-12
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pubmed:dateRevised |
2004-11-17
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pubmed:meshHeading |
pubmed-meshheading:8997544-Adult,
pubmed-meshheading:8997544-Aged,
pubmed-meshheading:8997544-Aged, 80 and over,
pubmed-meshheading:8997544-Anti-Infective Agents,
pubmed-meshheading:8997544-Creatinine,
pubmed-meshheading:8997544-Data Interpretation, Statistical,
pubmed-meshheading:8997544-Female,
pubmed-meshheading:8997544-Humans,
pubmed-meshheading:8997544-Likelihood Functions,
pubmed-meshheading:8997544-Longitudinal Studies,
pubmed-meshheading:8997544-Male,
pubmed-meshheading:8997544-Middle Aged,
pubmed-meshheading:8997544-Models, Statistical
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pubmed:year |
1996
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pubmed:articleTitle |
Comparing non-hierarchical models: application to non-linear mixed effects modeling.
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pubmed:affiliation |
Office of Clinical Pharmacology and Biopharmaceutics, Food and Drug Administration, Rockville, MD 20857, USA.
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pubmed:publicationType |
Journal Article
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