Fast algorithms for nonparametric population modeling of large data sets

DOI10.1016/j.automatica.2008.06.003zbMath1154.93440OpenAlexW2034418504WikidataQ62659587 ScholiaQ62659587MaRDI QIDQ1000809

Gianluigi Pillonetto, Claudio Cobelli, Marco Chierici, De Nicolao, Giuseppe

Publication date: 10 February 2009

Published in: Automatica (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.automatica.2008.06.003

zbMATH Keywords

Gaussian processesBayesian estimationnonparametric identificationestimation theoryglucose metabolism

Mathematics Subject Classification ID

Population dynamics (general) (92D25) Identification in stochastic control theory (93E12) Stochastic systems in control theory (general) (93E03)

Related Items

Prediction error identification of linear systems: a nonparametric Gaussian regression approach

Uses Software

• NONMEM

Cites Work

• Nonparametric identification of population models via Gaussian processes
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