NExUS: Bayesian simultaneous network estimation across unequal sample sizes.
Priyam DasChristine B. PetersonKim-Anh DoRehan AkbaniVeerabhadran BaladandayuthapaniPublished in: Bioinform. (2020)
Keyphrases
- sample size
- random sampling
- model selection
- small sample
- small sample size
- covariance matrix
- variance reduction
- bayesian estimation
- information criterion
- finite sample
- parameter estimation
- statistical tests
- experimental design
- random sample
- statistical power
- random samples
- training data
- importance sampling
- vc dimension
- network structure
- worst case
- upper bound
- active learning
- bayesian networks