Bayesian sampling of genomic rearrangement scenarios via double cut and join.
István MiklósEric TannierPublished in: Bioinform. (2010)
Keyphrases
- sequential monte carlo
- bayesian networks
- markov chain monte carlo
- bayesian models
- sampling strategy
- human genome
- bayesian estimation
- query optimization
- random sampling
- bayesian decision
- join operations
- bayesian methods
- join algorithms
- query processing
- data driven
- high throughput
- sample size
- real world
- posterior distribution
- gibbs sampler
- sequence data
- sampling algorithm
- monte carlo
- image segmentation
- dna sequences
- maximum likelihood
- parameter estimation
- parameter space
- posterior probability
- gaussian processes
- bayesian inference