Qualifying drug dosing regimens in pediatrics using Gaussian processes

DOI10.1002/SIM.8907zbMATH Open1546.62691MaRDI QIDQ6627782

Eero Siivola, Sebastian Weber, Aki Vehtari

Publication date: 29 October 2024

Published in: Statistics in Medicine (Search for Journal in Brave)

zbMATH Keywords

Gaussian processespharmacokinetic modelsorgan maturation

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10)

Cites Work

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• Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC
• Estimating the dimension of a model
• The Bayesian Analysis of Population Pharmacokinetic Models
• A Bayesian approach to model inadequacy for polynomial regression
• An Explicit Representation of a Stationary Gaussian Process

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