Granger causal inference on DAGs identifies genomic loci regulating transcription.
Alexander P. WuRohit SinghBonnie BergerPublished in: ICLR (2022)
Keyphrases
- causal inference
- causal models
- directed acyclic graph
- observational data
- high throughput
- genome wide
- abductive reasoning
- additive noise
- discrete data
- rare events
- nonmonotonic reasoning
- human genome
- causal relationships
- association studies
- conditional independence
- causal discovery
- belief networks
- logic programming
- knowledge discovery
- knowledge representation