Efficient inference and identifiability analysis for differential equation models with random parameters.
Alexander P. BrowningChristopher C. DrovandiIan W. TurnerAdrianne L. JennerMatthew J. SimpsonPublished in: PLoS Comput. Biol. (2022)
Keyphrases
- differential equations
- efficient inference
- ordinary differential equations
- hidden variables
- parameter estimation
- difference equations
- machine learning
- pairwise
- probability distribution
- maximum likelihood
- partial differential equations
- belief networks
- linear models
- dynamic bayesian networks
- fully connected
- factor graphs