Inferring Individual Level Causal Models from Graph-based Relational Time Series.
Ryan A. RossiSomdeb SarkhelNesreen K. AhmedPublished in: CoRR (2020)
Keyphrases
- causal models
- individual level
- causal discovery
- multi relational data mining
- group level
- causal relationships
- relational graph
- causal relations
- conditional independence
- structural model
- causal reasoning
- relational data
- relational databases
- directed acyclic graph
- causal inference
- causal structure
- multi relational
- structural equation models
- macro level
- observational data
- social psychology
- data model
- non stationary
- relational learning
- knowledge representation
- causal effects
- financial institutions
- cash flow