Fast approximate Bayesian computation for estimating parameters in differential equations.
Sanmitra GhoshSrinandan DasmahapatraKoushik MaharatnaPublished in: Stat. Comput. (2017)
Keyphrases
- differential equations
- numerical integration
- ordinary differential equations
- difference equations
- dynamical systems
- initial conditions
- maximum likelihood
- numerical solution
- prior distribution
- pattern recognition
- numerical methods
- parameter estimation
- partial differential equations
- boundary value problem
- bayesian methods
- brownian motion
- sensitivity analysis
- natural images
- transmission line
- bayesian networks
- posterior distribution
- bayesian inference
- feed forward artificial neural networks