ADCB: An Alzheimer's disease simulator for benchmarking observational estimators of causal effects.
Newton Mwai KinyanjuiFredrik D. JohanssonPublished in: CHIL (2022)
Keyphrases
- causal effects
- observational data
- structural equation models
- experimental data
- causal relations
- causal relationships
- directed acyclic graph
- causal discovery
- early diagnosis
- latent variables
- linear models
- causal bayesian networks
- causal models
- computer aided diagnosis
- sample size
- bayesian networks
- decision making
- dimensionality reduction
- data mining
- low dimensional
- least squares