An information-theoretic approach to assess practical identifiability of parametric dynamical systems

DOI10.1016/j.mbs.2015.08.005zbMath1343.62004OpenAlexW962936509WikidataQ50864963 ScholiaQ50864963MaRDI QIDQ897736

Sanjay Pant, Damiano Lombardi

Publication date: 7 December 2015

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

Full work available at URL: https://hal.inria.fr/hal-01099901/file/entropy.pdf

zbMATH Keywords

entropydynamical systemsmutual informationidentifiabilitynonparametric estimationuncertainty quantification

Mathematics Subject Classification ID

Bayesian inference (62F15) Dynamics induced by flows and semiflows (37C10) Measures of information, entropy (94A17) Statistical aspects of information-theoretic topics (62B10) Applications of Brownian motions and diffusion theory (population genetics, absorption problems, etc.) (60J70)

Related Items (1)

A Moment-Matching Method to Study the Variability of Phenomena Described by Partial Differential Equations

Uses Software

• npeet

Cites Work

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