Posterior inference of Hi-C contact frequency through sampling.
Yanlin ZhangChristopher J. F. CameronMathieu BlanchettePublished in: Frontiers Bioinform. (2023)
Keyphrases
- markov chain monte carlo
- metropolis hastings
- posterior distribution
- gibbs sampler
- sampling algorithm
- bayesian inference
- generative model
- parameter estimation
- bayesian networks
- markov chain
- monte carlo
- posterior probability
- gibbs sampling
- probability distribution
- approximate inference
- random sampling
- probabilistic inference
- frequency distribution
- belief networks
- latent variables
- particle filter
- inference mechanism
- inference process
- active learning
- training data
- machine learning
- neural network
- decision trees
- importance sampling
- bayesian model
- probabilistic model
- inference engine
- bayesian framework
- low frequency
- particle filtering