Found 18 Documents (Results 1–18)
A joint estimation approach to sparse additive ordinary differential equations. (English) Zbl 1495.62016
A nonlinear sparse neural ordinary differential equation model for multiple functional processes. (English. French summary) Zbl 1492.62199
Dynamical modeling for non-Gaussian data with high-dimensional sparse ordinary differential equations. (English) Zbl 07533774
Differential equations in data analysis. (English) Zbl 07910762
MSC:
62-08
A regularization method for the parameter estimation problem in ordinary differential equations via discrete optimal control theory. (English) Zbl 1441.62074
Estimation of sparse functional additive models with adaptive group Lasso. (English) Zbl 1456.62150
Reviewer: Wolfgang Näther (Freiberg)
Bayesian inference of a directional brain network model for intracranial EEG data. (English) Zbl 1504.62174
Dynamic influence prediction of social network based on partial autoregression single index model. (English) Zbl 1453.91079
Model selection via marginal likelihood estimation by combining thermodynamic integration and gradient matching. (English) Zbl 1430.62049
Parameter estimation and variable selection for big systems of linear ordinary differential equations: a matrix-based approach. (English) Zbl 1420.62102
Tracking for parameter and state estimation in possibly misspecified partially observed linear ordinary differential equations. (English) Zbl 1421.62020
Optimal control and additive perturbations help in estimating ill-posed and uncertain dynamical systems. (English) Zbl 1402.62031
Statistical inference in mechanistic models: time warping for improved gradient matching. (English) Zbl 1417.65050
Estimating varying coefficients for partial differential equation models. (English) Zbl 1522.62290
MSC:
62P10
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