Thinking with causal models: A visual formalism for collaboratively crafting assumptions.
Ben HicksKirsty KittoLeonie PayneSimon Buckingham ShumPublished in: LAK (2022)
Keyphrases
- causal models
- causal reasoning
- causal discovery
- linear non gaussian
- causal relationships
- structural model
- structural equation models
- conditional independence
- directed acyclic graph
- visual information
- causal structure
- tractable cases
- observational data
- visual features
- artificial intelligence
- knowledge representation
- causal inference
- causal relations
- computational complexity
- human body
- causal graph
- probabilistic model
- data analysis
- dependency graphs