Granger causal inference on DAGs identifies genomic loci regulating transcription.
Rohit SinghAlexander P. WuBonnie BergerPublished in: CoRR (2022)
Keyphrases
- causal inference
- causal models
- directed acyclic graph
- observational data
- additive noise
- human genome
- high throughput
- abductive reasoning
- genome wide
- nonmonotonic reasoning
- discrete data
- rare events
- association studies
- conditional independence
- logic programs
- causal relationships
- noisy images
- causal discovery
- knowledge discovery
- microarray
- description logics