Parallelized Parameter Estimation of Biological Pathway Models.
R. RamanathanYan ZhangJun ZhouBenjamin M. GyoriWeng-Fai WongP. S. ThiagarajanPublished in: HSB (2015)
Keyphrases
- parameter estimation
- statistical models
- random fields
- model selection
- least squares
- maximum likelihood
- markov random field
- model fitting
- parameter estimation algorithm
- parameter values
- markov chain monte carlo
- posterior distribution
- em algorithm
- approximate inference
- maximum likelihood estimation
- expectation maximization
- probabilistic model
- gibbs sampling
- parameter estimates
- prior knowledge
- pairwise
- structure learning
- parameters estimation