De novo construction of polyploid linkage maps using discrete graphical models.
Pariya BehrouziErnst C. WitPublished in: Bioinform. (2019)
Keyphrases
- graphical models
- belief propagation
- probabilistic model
- probabilistic inference
- random variables
- approximate inference
- probabilistic graphical models
- conditional random fields
- markov networks
- bayesian networks
- map inference
- structure learning
- belief networks
- graph structure
- conditional independence
- gaussian graphical models
- statistical inference
- exact inference
- undirected graphical models
- possibilistic networks
- directed acyclic
- pairwise
- loopy belief propagation
- objective function
- maximum likelihood
- exponential family
- search algorithm