Inferring Network Effects from Observational Data.
David T. ArbourDan GarantDavid D. JensenPublished in: KDD (2016)
Keyphrases
- observational data
- network effects
- experimental data
- causal discovery
- directed acyclic graph
- causal structure
- causal bayesian networks
- digital goods
- latent variables
- causal models
- causal relationships
- social influence
- technology adoption
- bayesian networks
- agent based simulation
- social networks
- sample size
- key factors
- discovery process
- simulation model
- pricing strategies
- learning process
- reinforcement learning
- e learning