Tumor phylogeny inference using tree-constrained importance sampling.
Gryte SatasBenjamin J. RaphaelPublished in: Bioinform. (2017)
Keyphrases
- importance sampling
- markov chain monte carlo
- monte carlo
- phylogenetic trees
- approximate inference
- markov chain
- probabilistic inference
- rare events
- kalman filter
- particle filter
- particle filtering
- bayesian networks
- bayesian inference
- gene trees
- posterior distribution
- belief networks
- graphical models
- markov random field
- incremental learning
- search space