The dimensional reduction method for identification of parameters that trade-off due to similar model roles

DOI10.1016/j.mbs.2017.01.003zbMath1361.92004OpenAlexW2574837828WikidataQ39009108 ScholiaQ39009108MaRDI QIDQ512694

Paul D. Docherty, Rua Murray, Shaun M. Davidson

Publication date: 27 February 2017

Published in: Mathematical Biosciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.mbs.2017.01.003

zbMATH Keywords

system identificationinverse problemshyperplanegradient descentparameter trade-off

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) General biostatistics (92B15)

Related Items (3)

Practical identifiability of parametrised models: a review of benefits and limitations of various approaches ⋮ The quadratic dimensional reduction method for parameter identification ⋮ How to choose biomarkers in view of parameter estimation

Uses Software

• DAISY

Cites Work

• Numerical non-identifiability regions of the minimal model of glucose kinetics: Superiority of Bayesian estimation
• The Conjugate Gradient Method and Trust Regions in Large Scale Optimization
• An Algorithm for Least-Squares Estimation of Nonlinear Parameters
• Variable Metric Method for Minimization
• Comparison of Gradient Methods for the Solution of Nonlinear Parameter Estimation Problems
• On Descent from Local Minima
• A method for the solution of certain non-linear problems in least squares

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