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Title:
Application of Akaike's information criterion (AIC) in the evaluation of linear pharmacokinetic equations | Journal of Pharmacokinetics and Pharmacodynamics
Description:
According to linear pharmacokinetics, the time course of plasma concentration of a drug, Cp,is expressed by a sum of exponential functions, Cp=ฮต i=1 n ai $$C_p = \sum\nolimits_{i = 1}^n {a_i e^{ - b_i t} } $$ .This article describes a statistical technique to estimate the number of exponential terms, n,for the time course of drug by the application of Akaike
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headline:Application of Akaike's information criterion (AIC) in the evaluation of linear pharmacokinetic equations
description:
According to linear pharmacokinetics, the time course of plasma concentration of a drug, Cp,is expressed by a sum of exponential functions, Cp=ฮต
i=1
n
ai
$$C_p = \sum\nolimits_{i = 1}^n {a_i e^{ - b_i t} } $$
.This article describes a statistical technique to estimate the number of exponential terms, n,for the time course of drug by the application of Akaike's information criterion (AIC). Plasma concentrations of ethoxybenzamide, sulfisoxazole, bishydroxycoumarin, and diazepam measured following bolus intravenous injection were used as clinical examples for this method. Selection of models is compared between the AIC method and an Ftest method at significance levels of 5% and 1%.
datePublished:2015-07-17T00:00:00Z
dateModified:2015-07-17T00:00:00Z
pageStart:165
pageEnd:175
sameAs:https://doi.org/10.1007/BF01117450
keywords:
linear pharmacokinetic equations
number of exponential terms
amount of information in the time course
Akaike's information criterion (AIC)
F test
ethoxybenzamide
sulfisoxazole
bishydroxycoumarin
diazepam
Pharmacology/Toxicology
Pharmacy
Veterinary Medicine/Veterinary Science
Biomedical Engineering and Bioengineering
Biochemistry
general
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name:Terumichi Nakagawa
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headline:Application of Akaike's information criterion (AIC) in the evaluation of linear pharmacokinetic equations
description:
According to linear pharmacokinetics, the time course of plasma concentration of a drug, Cp,is expressed by a sum of exponential functions, Cp=ฮต
i=1
n
ai
$$C_p = \sum\nolimits_{i = 1}^n {a_i e^{ - b_i t} } $$
.This article describes a statistical technique to estimate the number of exponential terms, n,for the time course of drug by the application of Akaike's information criterion (AIC). Plasma concentrations of ethoxybenzamide, sulfisoxazole, bishydroxycoumarin, and diazepam measured following bolus intravenous injection were used as clinical examples for this method. Selection of models is compared between the AIC method and an Ftest method at significance levels of 5% and 1%.
datePublished:2015-07-17T00:00:00Z
dateModified:2015-07-17T00:00:00Z
pageStart:165
pageEnd:175
sameAs:https://doi.org/10.1007/BF01117450
keywords:
linear pharmacokinetic equations
number of exponential terms
amount of information in the time course
Akaike's information criterion (AIC)
F test
ethoxybenzamide
sulfisoxazole
bishydroxycoumarin
diazepam
Pharmacology/Toxicology
Pharmacy
Veterinary Medicine/Veterinary Science
Biomedical Engineering and Bioengineering
Biochemistry
general
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