Bayesian weighted Mendelian randomization for causal inference based on summary statistics.
Jia ZhaoJingsi MingXianghong HuGang ChenJin LiuCan YangPublished in: Bioinform. (2020)
Keyphrases
- causal inference
- summary statistics
- additive noise
- abductive reasoning
- causal models
- data sets
- nonmonotonic reasoning
- discrete data
- maximum likelihood
- bayesian networks
- data management
- rare events
- data mining
- databases
- database
- data structure
- range queries
- maximum entropy
- decision trees
- causal relationships
- knowledge base
- observational data