Updating and recalibrating causal probabilistic models on a new target population.
Evangelia KyrimiRebecca S. StonerZane B. PerkinsErhan PisirirJared M. WohlgemutWilliam MarshNigel R. M. TaiPublished in: J. Biomed. Informatics (2024)
Keyphrases
- probabilistic model
- bayesian networks
- graphical models
- generative model
- causal relationships
- population dynamics
- latent variables
- language model
- causal inference
- conditional random fields
- bayesian inference
- hidden variables
- search space
- prior knowledge
- causal networks
- causal theories
- causal structure
- database
- causal relations
- qualitative models
- target tracking
- topic models
- expectation maximization
- neural network