Accelerating Bayesian inference of dependency between mixed-type biological traits.
Zhenyu ZhangAkihiko NishimuraNídia S. TrovãoJoshua L. CherryAndrew J. HolbrookXiang JiPhilippe LemeyMarc A. SuchardPublished in: PLoS Comput. Biol. (2023)
Keyphrases
- bayesian inference
- probabilistic model
- prior information
- hyperparameters
- bayesian model
- hierarchical bayesian
- statistical inference
- probabilistic modeling
- variational inference
- inference process
- prior distribution
- weighted model counting
- gibbs sampler
- variational bayes
- markov networks
- mixture model
- variational approximation
- particle filter