Concepedia

Evaluation of bootstrap methods for estimating uncertainty of parameters in nonlinear mixed-effects models: a simulation study in population pharmacokinetics

Hoai‐Thu Thai, France Mentré, Nicholas H. G. Holford, Christine Veyrat-Follet, Emmanuelle Comets

Journal of Pharmacokinetics and Pharmacodynamics · 2013 · 73 citations · 23 references

Open access

Concepts

PharmacyBiostatisticsPharmacokineticsPharmacokinetic ModelingPopulation PharmacokineticsUncertainty QuantificationModel BuildingModel DiagnosticsModel EvaluationNonlinear Mixed-effects ModelingPharmacokinetic SimulationPopulation Pharmacokinetic ModelingBootstrap ReliabilityMixed-effects Pharmacokinetic ModelingPharmacokinetic Parameter UncertaintyPharmacokinetic Population ModelingPopulation Pharmacokinetic SimulationPopulation-based Pharmacokinetic Modeling

References

23

Bootstrap Methods: Another Look at the Jackknife

B. Efron · The Annals of Statistics · 1979 · 17.4K citations · Full text

Public Health, Biostatistics, Statistical Computing +15

Bootstrap Methods and Their Application

Thomas M. Loughin, A. C. Davison, D. V. Hinkley · Journal of the American Statistical Association · 1999 · 5.5K citations

Public Health, Biostatistics, Algorithms +11

An Introduction to the Bootstrap.

S. T. Buckland, B. Efron, Ryan J. Tibshirani · Biometrics · 1994 · 3.2K citations

Public Health, Computer Science, Operations Research +7

Bootstrap confidence intervals: when, which, what? A practical guide for medical statisticians

James R. Carpenter, John F. Bithell · Statistics in Medicine · 2000 · 1.7K citations

Public Health, Biostatistics, Clinical Epidemiology +13

PsN-Toolkit—A collection of computer intensive statistical methods for non-linear mixed effect modeling using NONMEM

Lars Lindbom, Pontus Pihlgren, E. Niclas Jonsson · Computer Methods and Programs in Biomedicine · 2005 · 1.1K citations

Life Sciences, Bioinformatics, Biostatistics +8