A Bayesian Collocation Integral Method for Parameter Estimation in Ordinary Differential Equations
Author:
Affiliation:
1. Department of Statistics and Actuarial Science, University of Waterloo, Waterloo, Canada
Funder
Discovery
Natural Sciences and Engineering Research Council of Canada
Publisher
Informa UK Limited
Link
https://www.tandfonline.com/doi/pdf/10.1080/10618600.2024.2302528
Reference28 articles.
1. Bayesian Smoothing and Regression Splines for Measurement Error Problems
2. “Accelerating Bayesian Inference over Nonlinear Differential Equations with Gaussian Processes,” in;Calderhead B.;Advances in Neural Information Processing Systems,2008
3. Campbell D. A. (2007) “Bayesian Collocation Tempering and Generalized Profiling for Estimation of Parameters from Differential Equation Models ” PhD thesis McGill University.
4. Network Reconstruction From High-Dimensional Ordinary Differential Equations
5. Optimal rate of direct estimators in systems of ordinary differential equations linear in functions of the parameters
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