Inference in dynamic systems using B-splines and quasilinearized ODE penalties

DOI10.1002/bimj.201500082zbMath1386.62011OpenAlexW2177623492WikidataQ40280481 ScholiaQ40280481MaRDI QIDQ2806856

Philippe Lambert, Jonathan Jaeger, Gianluca Frasso

Publication date: 19 May 2016

Published in: Biometrical Journal (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1002/bimj.201500082

zbMATH Keywords

quasilinearizationnonlinear ordinary differential equationspenalized splines

Mathematics Subject Classification ID

Density estimation (62G07) Numerical smoothing, curve fitting (65D10)

Uses Software

• FITPACK

Cites Work

• Parameter identifiability and estimation of HIV/AIDS dynamic models
• Sieve estimation of constant and time-varying coefficients in nonlinear ordinary differential equation models by considering both numerical error and measurement error
• Flexible smoothing with \(B\)-splines and penalties. With comments and a rejoinder by the authors
• Estimation in generalized linear models with random effects
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