Implicit Causal Models for Genome-wide Association Studies.
Dustin TranDavid M. BleiPublished in: ICLR (Poster) (2018)
Keyphrases
- causal models
- genome wide association studies
- causal discovery
- structural model
- conditional independence
- gene gene interactions
- causal relationships
- genome wide
- structural equation models
- directed acyclic graph
- causal reasoning
- complex diseases
- causal inference
- causal structure
- tractable cases
- causal relations
- biological data
- high throughput
- human genome
- low cost
- data analysis
- dimension reduction
- data sets