mcmc_clib-an advanced MCMC sampling package for ode models.
Andrei KramerVassilios StathopoulosMark A. GirolamiNicole RaddePublished in: Bioinform. (2014)
Keyphrases
- markov chain monte carlo
- monte carlo
- markov chain
- parameter estimation
- bayesian inference
- sampling algorithm
- posterior distribution
- gibbs sampler
- posterior probability
- markov chain monte carlo sampling
- approximate inference
- generative model
- probabilistic model
- importance sampling
- statistical models
- ordinary differential equations
- differential equations
- data association
- hyperparameters
- machine learning
- computational models
- experimental data
- model selection
- decision trees