MCMC Techniques for Parameter Estimation of ODE Based Models in Systems Biology.
Gloria I. Valderrama-BahamóndezHolger FröhlichPublished in: Frontiers Appl. Math. Stat. (2019)
Keyphrases
- parameter estimation
- markov chain monte carlo
- systems biology
- statistical models
- model selection
- maximum likelihood
- approximate inference
- random fields
- posterior distribution
- least squares
- parameter estimation algorithm
- em algorithm
- markov random field
- biological systems
- high throughput
- expectation maximization
- sample size
- markov chain
- biological data
- molecular biology
- clustering algorithm